{ "study": "customer-side-decisions", "record_type": "reported research observations", "licence": "CC BY 4.0, The Invisible Funnel (whatagentschoose.com)", "caveats": [ "No intervention results", "No enterprise traffic or realised business outcomes", "No consumer-app usage claims", "No original prompts or complete memory files", "No complete browser/network traces", "Run timestamps as stored in the export, not independently verified", "Exact model versions not included in the export" ], "runs": [ { "run_id": "r001", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:20:00Z", "recommendation": "Capital One 360 Checking", "brands": [ { "brand": "Capital One", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Selected as the recommendation.", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Monthly fee is conditional on meeting a deposit/balance threshold rather than being unconditionally $0.", "readable_page_loaded": true }, { "brand": "Ally Bank", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only bank with no physical branches, so a real in-person person is not reachable.", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/fintech-based account with no branch network and limited live-person phone support.", "readable_page_loaded": false }, { "brand": "SoFi", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only bank with no branches for in-person support.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, no overdraft fees, and branch/Cafe/phone support.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chase.com/personal/checking/total-checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Total Checking's $15 fee is waivable only by meeting deposit/balance conditions, unlike Capital One's unconditional $0.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that online-only neobanks (Chime, Ally, SoFi, Varo) typically offer only app/chat/limited-phone support and no branches.", "display_category": "model_memory" }, { "url": "https://www.cnbc.com/select/credit-scores-opening-bank-accounts/", "domain": "cnbc.com", "brand": null, "brand_owned": false, "source_kind": "news", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Search snippet only; used to corroborate that banks generally use ChexSystems, not a hard credit-bureau pull, for checking accounts.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that retail checking accounts are screened via ChexSystems (a soft, non-credit-score-affecting check) rather than a hard credit inquiry, and do not carry contracts or early-termination fees the way telecom/insurance products do.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fee and no minimum balance requirement.", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking has no overdraft fees.", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One offers phone support and in-person branches/Cafes staffed by Ambassadors.", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase Total Checking charges $15/month unless a deposit or balance condition is met.", "brand": "Chase", "verified_on_brand_property": true, "decisive": true }, { "text": "Checking accounts are typically screened via ChexSystems, a soft check that does not require a hard credit-bureau inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r002", "task_label": "telecom", "started_at": "2026-09-13T15:00:00Z", "finished_at": "2026-09-13T15:25:00Z", "recommendation": "Metro by T-Mobile (3-line Unlimited, ~$75/mo) as primary; Cricket Wireless (3-line Select Unlimited, ~$90/mo) as backup alternative", "brands": [ { "brand": "Metro by T-Mobile", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - recommended as primary option: cheapest 3-line total under the $120 ceiling, phone support, month-to-month, no membership required.", "readable_page_loaded": true }, { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - recommended as backup alternative on AT&T's network, also under budget with phone support and no membership required.", "readable_page_loaded": true }, { "brand": "Consumer Cellular", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Reputed for strong live phone support, but could not confirm an actual 3-line total price on the carrier's own site (fetch 404'd) or on comparison sites within the scope of this research, so it was not verified to fit the $120 ceiling.", "readable_page_loaded": false }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Best pricing depends on paying for 3/6/12 months upfront in a lump sum, which conflicts with the household's preference for plans that are refundable or cancellable without penalty.", "readable_page_loaded": false }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support is chat/app-based with no dedicated live phone-support line, which conflicts with the household's requirement to reach a real person by phone.", "readable_page_loaded": false }, { "brand": "Google Fi", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support model leans on in-app chat rather than traditional phone support.", "readable_page_loaded": false }, { "brand": "Straight Talk", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Customer support is centered on chat/forums with inconsistent, hard-to-reach phone support.", "readable_page_loaded": false }, { "brand": "AT&T (postpaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Standard postpaid unlimited plans for 3 lines run well over the $120/month all-in ceiling once taxes and fees are added.", "readable_page_loaded": false }, { "brand": "Verizon (postpaid/prepaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Standard postpaid unlimited plans for 3 lines run well over the $120/month all-in ceiling once taxes and fees are added; best prepaid pricing also often depends on a Verizon +play/Visible+ style membership.", "readable_page_loaded": false }, { "brand": "T-Mobile (postpaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Standard postpaid unlimited plans for 3 lines run well over the $120/month all-in ceiling once taxes and fees are added.", "readable_page_loaded": false }, { "brand": "US Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a possible MVNO option but not investigated in depth within the scope of this research once two clearly-fitting, well-supported options (Metro, Cricket) were confirmed.", "readable_page_loaded": false }, { "brand": "Boost Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a possible low-cost prepaid option but not investigated in depth within the scope of this research once two clearly-fitting, well-supported options (Metro, Cricket) were confirmed.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cricketwireless.com/cell-phone-plans/all-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Cricket's multi-line unlimited pricing structure, AutoPay discount, activation fees, and 24/7 chat plus phone/Contact Us support options.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/cricket/cricket-wireless-select-unlimited-plans-review-cost-price/cricket-wireless-select-unlimited-plan-with-unlimited-data-for-3-lines-cost-review/", "domain": "upphone.com", "brand": "Cricket Wireless", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Exact 3-line price for Cricket Select Unlimited: $90/month total ($30/line), taxes included, no hotspot on that tier.", "display_category": "external_source_or_reference" }, { "url": "https://www.metrobyt-mobile.com/onlineplans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "3-line unlimited pricing tiers ($75/$110/$130 with AutoPay), confirmation taxes/fees are included, and a published customer-support phone number (1-888-863-8768).", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.reviews.org/mobile/mint-mobile-customer-service/", "domain": "reviews.org", "brand": "Mint Mobile", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Mint Mobile does have a live phone support line (1-800-683-7392, limited hours) but reaching an agent requires going through automated menus first.", "display_category": "external_source_or_reference" }, { "url": "https://www.knowyourmobile.com/carriers/consumer-cellular/consumer-cellular-plans-explained/", "domain": "knowyourmobile.com", "brand": "Consumer Cellular", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed AARP membership is not required for service (only a small extra discount), and that Consumer Cellular is known for a phone-support-first model, but did not give an actual 3-line total price.", "display_category": "external_source_or_reference" }, { "url": "https://www.wirefly.com/plans/consumercellular/lines/3", "domain": "wirefly.com", "brand": "Consumer Cellular", "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but was a generic comparison-tool shell with no actual Consumer Cellular 3-line prices.", "display_category": "external_source_or_reference" }, { "url": "https://www.consumercellular.com/cell-phone-plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Attempted fetch returned a 404; could not load Consumer Cellular's own current plan page.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Attempted fetch returned a 404; superseded by the working /onlineplans URL on the same domain.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Visible", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Visible's customer support is primarily chat/app-based with no dedicated live inbound phone-support line for routine issues.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Google Fi", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Google Fi support leans heavily on in-app messaging/chat rather than traditional phone-call support.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Straight Talk", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Straight Talk/Total Wireless support is centered on chat and community forums, with phone support that is inconsistent and hard to reach.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that full postpaid unlimited plans for 3 lines from AT&T, Verizon and T-Mobile typically total well over $120/month once taxes, fees and per-line surcharges are added, even with autopay/paperless discounts.", "display_category": "model_memory" } ], "claims": [ { "text": "Metro by T-Mobile's 3-line Unlimited plan costs about $75/month with AutoPay, with sales tax and regulatory fees included in that price.", "brand": "Metro by T-Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Metro by T-Mobile publishes a customer-support phone number (1-888-863-8768) in addition to chat and store support.", "brand": "Metro by T-Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless's Select Unlimited plan for 3 lines costs $90/month total ($30/line), with taxes included in the quoted price.", "brand": "Cricket Wireless", "verified_on_brand_property": false, "decisive": true }, { "text": "Cricket Wireless offers 24/7 chat support plus phone and 'Contact Us' support options.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Mint Mobile requires purchasing service in 3/6/12-month prepaid blocks to get its lowest advertised per-month price.", "brand": "Mint Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "Mint Mobile does offer a live phone-support number, but reaching a live agent requires navigating an automated system first, and support hours are limited.", "brand": "Mint Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "Visible's customer support is primarily chat/app-based, without a dedicated live inbound phone-support line for routine account issues.", "brand": "Visible", "verified_on_brand_property": false, "decisive": true }, { "text": "AARP membership is not required to sign up for Consumer Cellular service; it only provides a small extra discount.", "brand": "Consumer Cellular", "verified_on_brand_property": false, "decisive": false }, { "text": "Standard postpaid unlimited plans for 3 lines from AT&T, Verizon, and T-Mobile typically total well over $120/month after taxes and fees, even with autopay/paperless billing discounts applied.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r003", "task_label": "insurance", "started_at": "2026-09-13T22:25:00Z", "finished_at": "2026-09-13T22:40:00Z", "recommendation": "State Farm (primary), with Texas Farm Bureau Insurance as a strong regional alternate", "brands": [ { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated; selected as primary recommendation for agent-based human claims handling, standard non-lock-in policy terms, and expected fit under budget.", "readable_page_loaded": true }, { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated; kept as a strong regional alternate for agent-based service and reputation for pricing stability, despite brand page being unreachable.", "readable_page_loaded": false }, { "brand": "Farmers Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Agent-based national carrier considered as a candidate but not researched in depth once two adequate agent-based options (State Farm, Texas Farm Bureau) were identified; dropped for scope, not disqualified on merits.", "readable_page_loaded": false }, { "brand": "Allstate", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Reputationally priced higher than State Farm/Farmers for a similar driver/vehicle profile and its page gave no explicit human-first claims commitment to offset that cost disadvantage against the $150 ceiling.", "readable_page_loaded": true }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Structured around app/call-center claims rather than a dedicated agent, and known to weigh credit-based scoring heavily, conflicting with the household's stated preferences.", "readable_page_loaded": true }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Direct/call-center service model plus a public reputation for renewal rate increases after an initial quote, which directly conflicts with the household's concern about introductory rates that jump.", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership restricted to active/former military service members and their immediate families; household gave no indication of eligibility.", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Built as an app-first insurer for both pricing and much of claims handling, directly conflicting with the household's requirement for a human handling any claim.", "readable_page_loaded": false }, { "brand": "Nationwide", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a national carrier with an agent channel but deprioritized once two strong agent-based, Texas-relevant options were already identified; not investigated further.", "readable_page_loaded": false }, { "brand": "Lemonade Car / Metromile", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "App-first, usage-based insurers whose claims model is not human-first and whose availability for this exact Texas profile was not confirmed; eliminated on both support-model and availability grounds.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.tdi.texas.gov/pubs/consumer/cb020.html", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Texas law: credit score can be one rating factor but cannot be the sole basis for denial or price increase.", "display_category": "external_source_or_reference" }, { "url": "https://www.nerdwallet.com/article/insurance/best-car-insurance-texas", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no content obtained.", "display_category": "external_source_or_reference" }, { "url": "https://www.bankrate.com/insurance/car/best-car-insurance-texas/", "domain": "bankrate.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no content obtained.", "display_category": "external_source_or_reference" }, { "url": "https://www.valuepenguin.com/best-cheap-car-insurance-texas", "domain": "valuepenguin.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no content obtained.", "display_category": "external_source_or_reference" }, { "url": "https://texasfarmbureauinsurance.com/insurance/auto-insurance", "domain": "texasfarmbureauinsurance.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "robots.txt fetch failed / connection timeout; page could not be retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.statefarm.com/insurance/auto", "domain": "statefarm.com", "brand": "State Farm", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed large local-agent network, multi-channel claims (agent/phone/app), and discount structure with no autopay/paperless price contingency mentioned.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.usaa.com/insurance/auto", "domain": "usaa.com", "brand": "USAA", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded only a cookie-consent error; no substantive content, so eligibility fact relies on model_memory instead.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.progressive.com/answers/does-progressive-check-credit/", "domain": "progressive.com", "brand": "Progressive", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no content obtained on their credit-check practice.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.allstate.com/auto-insurance", "domain": "allstate.com", "brand": "Allstate", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed local-agent locator and 24/7 claims support, telematics discount (Drivewise), no explicit autopay/paperless price contingency, but also no clear human-first claims commitment.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.geico.com/auto-insurance/", "domain": "geico.com", "brand": "GEICO", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed app-based claim filing is the headline path, with local agents mentioned only secondarily; page said nothing about credit scoring practices.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://ir.root.com/", "domain": "root.com", "brand": "Root Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "DNS/robots failure; page could not be retrieved, so app-only characterization relies on model_memory instead.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "USAA membership/eligibility is restricted to active/former military members and their immediate families.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Root Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Root prices and largely services policies through its mobile app, including much of the claims workflow, marketed around telematics/usage-based pricing rather than a local-agent, human-first model.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "GEICO", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "GEICO is structured as a direct-to-consumer/call-center insurer with no dedicated personal agent per customer, and nationally weighs credit-based insurance scores heavily in pricing.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Progressive", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Progressive is a direct/call-center-oriented insurer, promotes telematics (Snapshot) pricing, and has a public reputation for rates rising at renewal relative to an initial acquisition quote.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Texas Farm Bureau Insurance sells only through local exclusive agents, requires a low-cost annual membership, and has a reputation among Texas consumers for more stable pricing and lighter reliance on credit than large national direct writers.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Insurance credit-based scoring checks are soft credit pulls industry-wide and do not appear as a hard inquiry on a consumer's credit report.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Standard U.S. auto insurance policies (6-month or annual terms) are not long-term contracts and generally carry no early termination fee; canceling mid-term typically yields a pro-rated refund.", "display_category": "model_memory" } ], "claims": [ { "text": "State Farm operates through a large nationwide network of local agents and offers claims reporting via agent, phone, or app.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "Allstate provides a local-agent locator and 24/7 claims support but does not clearly commit to human-first (vs. app-first) claims handling on its public page.", "brand": "Allstate", "verified_on_brand_property": true, "decisive": false }, { "text": "GEICO's primary claims-filing path is its mobile app, with local agents mentioned only secondarily, consistent with its identity as a direct-to-consumer insurer.", "brand": "GEICO", "verified_on_brand_property": true, "decisive": true }, { "text": "USAA auto insurance eligibility is restricted to active-duty and former military members and their immediate families.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Root Insurance prices policies and handles much of the claims process through its mobile app rather than a local-agent model.", "brand": "Root Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Texas law allows credit-based insurance scoring as one rating factor but bars insurers from denying coverage or setting price based on credit score alone.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Standard U.S. auto insurance policies (6-month/annual terms) do not carry long-term contract lock-ins or early termination fees beyond a pro-rated refund on mid-term cancellation.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Insurance-related credit-based scoring checks are soft inquiries and do not appear as a hard inquiry on a consumer's credit report.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Texas Farm Bureau Insurance requires a low-cost annual membership and sells exclusively through local agents.", "brand": "Texas Farm Bureau Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Progressive and GEICO carry a public reputation for premium increases at renewal relative to an initial low acquisition quote, more so than agent-based mutual/direct writers like State Farm.", "brand": "Progressive", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r004", "task_label": "telecom", "started_at": "2026-09-13T00:00:00Z", "finished_at": "2026-09-13T00:20:00Z", "recommendation": "Cricket Wireless (Select Unlimited, 3 lines)", "brands": [ { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Selected as the recommendation: fits budget, month-to-month, has phone support and stores", "readable_page_loaded": true }, { "brand": "Metro by T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Own pricing/support pages were unreachable this session; from general knowledge its 3-line unlimited pricing runs close to the $120 ceiling with little margin for fees, riskier than Cricket's confirmed $105 total", "readable_page_loaded": false }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support is chat-only with no stores or published phone line, directly failing the 'reach a real person on the phone' requirement", "readable_page_loaded": true }, { "brand": "Boost Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "3-line discount structure did not clearly resolve to a total below Cricket's confirmed $105/month, and its cheapest unlimited tier promotional pricing was ambiguous after the intro period, making it a less certain fit than Cricket despite having phone support", "readable_page_loaded": true }, { "brand": "US Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Could not confirm 3-line total pricing or specifics of phone-based (vs. chat) support from the accessible page content", "readable_page_loaded": true }, { "brand": "T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Flagship postpaid unlimited plans for 3 lines are known to exceed the $120 ceiling once taxes and fees are included", "readable_page_loaded": false }, { "brand": "AT&T", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Flagship postpaid unlimited plans for 3 lines are known to exceed the $120 ceiling once taxes and fees are included", "readable_page_loaded": false }, { "brand": "Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Flagship postpaid unlimited plans for 3 lines are known to exceed the $120 ceiling once taxes and fees are included", "readable_page_loaded": false }, { "brand": "Google Fi", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support model is primarily chat/email based rather than phone, similar to Visible, failing the household's stated requirement", "readable_page_loaded": false }, { "brand": "Straight Talk", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Sold mainly through retail refill cards/online with weak or inconsistent live phone support", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cricketwireless.com/cell-phone-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "3-line pricing for Select/Smart/Supreme Unlimited tiers, confirmation taxes are included, no-contract language, and a support phone number", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "attempted to get 3-line pricing/support info but page returned a 404", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/shop/plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "second attempt at Metro plan pricing, also 404'd", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.visible.com/plans", "domain": "visible.com", "brand": "Visible", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "confirmed Visible's support model is chat-based ('24/7 access to human assistance' via chat, no stores), no multi-line pricing table found on this page", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.boostmobile.com/plans", "domain": "boostmobile.com", "brand": "Boost Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "3-line discount structure ('$40 off' on Unlimited+/Premium), no-contract confirmation, and a customer support phone number", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/support/contact-us", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "attempted to confirm live-agent phone support hours in more detail; page returned a 404", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.usmobile.com/plans/", "domain": "usmobile.com", "brand": "US Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "page loaded but only showed single-line pricing; no confirmed 3-line total or phone-support specifics", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "T-Mobile", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "general knowledge that flagship postpaid T-Mobile unlimited plans for 3 lines typically exceed $120/month once taxes and fees are added", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "AT&T", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "general knowledge that flagship postpaid AT&T unlimited plans for 3 lines typically exceed $120/month once taxes and fees are added", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Verizon", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "general knowledge that flagship postpaid Verizon unlimited plans for 3 lines typically exceed $120/month once taxes and fees are added", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Google Fi", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "general knowledge that Google Fi's support is primarily chat/email based, similar to Visible, making phone support unreliable", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Straight Talk", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "general knowledge that Straight Talk/TracFone-family brands are mostly online/retail-card sold with weak live phone support", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Metro by T-Mobile", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "general knowledge that Metro by T-Mobile 3-line unlimited pricing runs close to $105-120/month, near the household's ceiling, used since the brand's own pages were unreachable in this session", "display_category": "model_memory" } ], "claims": [ { "text": "Cricket Select Unlimited is $35/line with autopay, totaling $105/month for 3 lines with taxes included", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket plans are month-to-month with no contract required", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket publishes a customer support phone number (800-274-2538) and operates retail stores", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Visible offers support via chat only, with no retail stores", "brand": "Visible", "verified_on_brand_property": true, "decisive": true }, { "text": "Boost Mobile plans are no-contract/cancel-anytime and it publishes a support phone number", "brand": "Boost Mobile", "verified_on_brand_property": true, "decisive": false }, { "text": "Flagship AT&T/Verizon/T-Mobile postpaid unlimited plans for 3 lines typically exceed $120/month including taxes and fees", "brand": "T-Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "Google Fi's customer support is primarily chat/email based rather than phone-first", "brand": "Google Fi", "verified_on_brand_property": false, "decisive": true }, { "text": "Metro by T-Mobile 3-line unlimited pricing runs close to the $120 ceiling", "brand": "Metro by T-Mobile", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r005", "task_label": "travel", "started_at": "2026-09-13T00:00:00Z", "finished_at": "2026-09-13T00:20:00Z", "recommendation": "Southwest Airlines nonstop AUS-CUN flights + a free-cancellation Cancun/Riviera Maya hotel or all-inclusive resort booked via Expedia (or directly), avoiding membership-gated sellers like Costco Travel.", "brands": [ { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - recommended for the AUS-CUN nonstop flight due to fee-free cancellation on every fare type.", "readable_page_loaded": false }, { "brand": "American Airlines", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Viable nonstop carrier for alternate destinations (Montego Bay, Los Cabos) but not used for the chosen Cancun route; kept only as a backup note.", "readable_page_loaded": false }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Requires a paid Costco membership, which conflicts with the explicit no-membership requirement.", "readable_page_loaded": false }, { "brand": "Expedia", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - recommended for hotel/package booking due to its no-membership free-cancellation filter and competitive package pricing.", "readable_page_loaded": false }, { "brand": "Southwest Vacations", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared as a bundled flight+hotel option but its detailed refund terms (on a third-party vaxvacationaccess.com T&Cs page) were not reviewed in depth before time ran out.", "readable_page_loaded": false }, { "brand": "Vacation Express", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in search results as a Cancun charter-package seller but its terms were not reviewed.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.flightconnections.com/flights-from-austin-aus", "domain": "flightconnections.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed AUS has nonstop flights to Cancun (~2h31m) among other warm-region destinations.", "display_category": "external_source_or_reference" }, { "url": "https://www.fondtravels.com/blog/travel-tips/southwest-airlines-flight-cancellation-policy", "domain": "fondtravels.com", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Explained Southwest's no-cancellation-fee policy and the refund-vs-credit distinction by fare type.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search 'Austin nonstop flights under 4 hours warm destinations October' surfaced candidate result pages to investigate further.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search confirmed Southwest operates the AUS-CUN route; did not itself confirm refund terms.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search on Austin-Puerto Vallarta nonstop flights identified it as a candidate warm destination, not pursued further.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search on Austin-Los Cabos nonstop flights identified it as a candidate warm destination, not pursued further.", "display_category": "external_source_or_reference" }, { "url": "https://www.fox7austin.com/news/american-airlines-nonstop-service-aus-montego-bay-jamaica", "domain": "fox7austin.com", "brand": "American Airlines", "brand_owned": false, "source_kind": "news", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Snippet/title confirmed American Airlines launched nonstop AUS-Montego Bay service, adding it as a candidate destination/carrier.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Expedia", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Search results showed Expedia Cancun flight+hotel packages listed from roughly $650-900, used to judge budget feasibility.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Search results showed multiple sites (Orbitz, Kayak, Hotels.com) listing Cancun all-inclusive resorts with per-night pricing from roughly $61-242, supporting that affordable options exist.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search for Southwest Vacations vs Expedia package refund policy returned only link titles (Southwest Vacations terms page, Expedia listings); did not resolve detailed comparison.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Expedia", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Search results confirmed Expedia has a dedicated 'hotels with free cancellation' page/filter, usable without any paid membership.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Costco Travel", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that Costco Travel requires an active paid Costco membership to book, which conflicts with the no-membership requirement.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Cancun/Riviera Maya and other Mexican Caribbean/Pacific coast destinations remain warm (mid-70s to 80s F) through late October.", "display_category": "model_memory" } ], "claims": [ { "text": "Austin (AUS) has nonstop flights to Cancun (CUN) taking approximately 2.5 hours.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Southwest Airlines charges no cancellation fees on any fare; Wanna Get Away fares convert to travel credit while Anytime/Business Select fares can be refunded to the original payment method.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "American Airlines operates nonstop flights from Austin to Montego Bay, Jamaica.", "brand": "American Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel requires an active paid Costco membership to book travel through it.", "brand": "Costco Travel", "verified_on_brand_property": false, "decisive": true }, { "text": "Expedia lists Cancun flight+hotel vacation packages starting in roughly the $650-900 per-person range.", "brand": "Expedia", "verified_on_brand_property": false, "decisive": true }, { "text": "Expedia offers a dedicated 'free cancellation' filter/page for hotels that requires no paid membership to use.", "brand": "Expedia", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r006", "task_label": "travel", "started_at": "2026-09-13T14:02:00Z", "finished_at": "2026-09-13T14:19:00Z", "recommendation": "Cancun / Riviera Maya, Mexico - nonstop flight (Southwest/American/Delta) + all-inclusive resort booked via an OTA like Expedia with a free-cancellation rate", "brands": [ { "brand": "Cancun / Riviera Maya (Mexico)", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Selected as recommendation: nonstop flights confirmed, warm climate, resort pricing fits budget", "readable_page_loaded": false }, { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended carrier for the Cancun leg based on nonstop route and flexible/refundable fare reputation", "readable_page_loaded": false }, { "brand": "Expedia", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended as an OTA offering free-cancellation flight+hotel bundles without membership; page fetched but content was unusable", "readable_page_loaded": false }, { "brand": "Los Cabos (Mexico)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Nonstop flights confirmed but comparable resorts run pricier than Cancun, straining the $2,500 combined budget", "readable_page_loaded": false }, { "brand": "Grand Cayman", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Only seasonal/limited nonstop service from Austin and generally higher lodging costs relative to budget", "readable_page_loaded": false }, { "brand": "Panama City, Panama", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Nonstop flight exists but the city itself is not a beach/warm-resort destination; reaching actual beach areas needs further travel", "readable_page_loaded": false }, { "brand": "Punta Cana (Dominican Republic)", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "No confirmed reliable nonstop route from Austin, likely requiring a connection that pushes total flight time past 4 hours", "readable_page_loaded": false }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Vacation packages require a paid Costco membership, which the brief explicitly rules out", "readable_page_loaded": true } ], "sources": [ { "url": "https://www.costcotravel.com/", "domain": "costcotravel.com", "brand": "Costco Travel", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Costco Travel vacation packages require paid Costco membership", "display_category": "brand_owned_page_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Austin%E2%80%93Bergstrom_International_Airport", "domain": "wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "List of nonstop warm-weather destinations from Austin, confirming Cancun and Los Cabos nonstop service", "display_category": "external_source_or_reference" }, { "url": "https://www.google.com/travel/flights", "domain": "google.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing; request was rate-limited (HTTP 429) by the fetch proxy", "display_category": "external_source_or_reference" }, { "url": "https://www.expedia.com/Cancun.d602651.Destination-Travel-Guides", "domain": "expedia.com", "brand": "Expedia", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but returned unrelated Bali content, no usable Cancun pricing", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.kayak.com/flights/AUS-CUN/2026-10-24/2026-10-31", "domain": "kayak.com", "brand": "Kayak", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing; disallowed by robots.txt", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.booking.com/searchresults.html?ss=Cancun", "domain": "booking.com", "brand": "Booking.com", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing; disallowed by robots.txt", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "google_search", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing; session web-search budget was already exhausted, no results returned for Austin-Cancun flight price query", "display_category": "external_source_or_reference" }, { "url": null, "domain": "google_search", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing; session web-search budget was already exhausted, no results returned for Cancun all-inclusive free-cancellation query", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Southwest has no change fees and offers standard refundable/flexible fare options", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that OTAs commonly offer 'free cancellation' hotel/package rates without requiring any membership", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge of typical AUS-CUN round-trip economy fare ranges in shoulder season", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge of typical 7-night all-inclusive Cancun/Riviera Maya resort pricing for two in shoulder season", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Los Cabos resorts tend to price higher than comparable Cancun/Riviera Maya properties", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Punta Cana", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Austin lacks reliable nonstop service to Punta Cana, pushing travel time past the 4-hour limit", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Grand Cayman", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Grand Cayman service from Austin is seasonal/limited and lodging runs expensive relative to budget", "display_category": "model_memory" } ], "claims": [ { "text": "Austin (AUS) has nonstop flights to Cancun on American, Delta, and Southwest", "brand": "Cancun / Riviera Maya (Mexico)", "verified_on_brand_property": false, "decisive": true }, { "text": "Austin (AUS) has nonstop flights to San Jose del Cabo (Los Cabos) on American and Southwest", "brand": "Los Cabos (Mexico)", "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel vacation packages are exclusively for Costco members", "brand": "Costco Travel", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest Airlines charges no change fees and offers standard refundable/flexible fare options", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "OTAs such as Expedia commonly offer 'free cancellation' rates on hotels and flight+hotel packages with no membership required", "brand": "Expedia", "verified_on_brand_property": false, "decisive": true }, { "text": "Round-trip Austin-Cancun economy airfare typically runs roughly $250-450 per person in late October shoulder season", "brand": "Cancun / Riviera Maya (Mexico)", "verified_on_brand_property": false, "decisive": true }, { "text": "A 7-night all-inclusive resort stay for two in Cancun/Riviera Maya can typically be found in the roughly $1,500-2,200 range in late October shoulder season", "brand": "Cancun / Riviera Maya (Mexico)", "verified_on_brand_property": false, "decisive": true }, { "text": "Comparable all-inclusive resorts in Los Cabos generally price higher than Cancun/Riviera Maya properties", "brand": "Los Cabos (Mexico)", "verified_on_brand_property": false, "decisive": true }, { "text": "Grand Cayman is served from Austin only seasonally (Cayman Airways) and lodging there runs relatively expensive", "brand": "Grand Cayman", "verified_on_brand_property": false, "decisive": true }, { "text": "Austin has no reliable nonstop flight to Punta Cana, Dominican Republic", "brand": "Punta Cana (Dominican Republic)", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r007", "task_label": "insurance", "started_at": "2026-09-13T01:10:00Z", "finished_at": "2026-09-13T01:25:00Z", "recommendation": "Germania Insurance (Texas mutual, local-agent model, human claims service) as the primary pick, with State Farm as a well-known alternative offering the same local-agent/human-claims structure.", "brands": [ { "brand": "Germania Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - primary recommendation; Texas-based mutual insurer with local agents and confirmed human claims support.", "readable_page_loaded": true }, { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - recommended alternative; confirmed local-agent and human claims-team model.", "readable_page_loaded": true }, { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Website required JavaScript and returned no usable content, so its claims process and pricing approach could not be verified this session.", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership is restricted to military-affiliated individuals and certain federal agency employees/families; no such affiliation was stated for this household.", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/telematics-first business model conflicts with the household's preference for a human to handle claims.", "readable_page_loaded": false }, { "brand": "Lemonade / Metromile-style insurers", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/AI-driven claims workflow conflicts with the household's preference for a human to handle claims.", "readable_page_loaded": false } ], "sources": [ { "url": "https://en.wikipedia.org/wiki/Credit_score_in_the_United_States", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed insurers use specialized 'insurance scores' derived from credit data, and referenced a 2005 study specifically on Texas insurers' use of credit information, supporting that Texas permits this practice.", "display_category": "external_source_or_reference" }, { "url": "https://www.germaniainsurance.com/auto-insurance", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404 error; no content obtained from this specific URL.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.germaniainsurance.com/", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Germania sells Texas auto insurance through local independent agents and offers human claims support (agents plus an optional app), with discounts like accident forgiveness and bundling; no mention of credit-based pricing on the page.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.txfb-ins.com/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page required JavaScript and returned no substantive content about products, agents, or claims.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.iii.org/article/credit-scoring-auto-and-home-insurance", "domain": "iii.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404 error; could not obtain the Insurance Information Institute's explanation of credit-based scoring or state restrictions.", "display_category": "external_source_or_reference" }, { "url": "https://en.wikipedia.org/wiki/USAA", "domain": "en.wikipedia.org", "brand": "USAA", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed USAA membership/insurance eligibility is restricted to military-affiliated individuals and certain federal agency employees and their families.", "display_category": "external_source_or_reference" }, { "url": "https://www.statefarm.com/claims", "domain": "statefarm.com", "brand": "State Farm", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed State Farm's claims process involves a human claims team, claim specialists, and a State Farm agent, with app tools as a supplement rather than a replacement.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that credit-based insurance score checks are typically soft credit inquiries that do not affect the consumer's credit score, unlike a hard inquiry.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that only a handful of U.S. states (California, Hawaii, Massachusetts, Michigan) ban using credit history in auto insurance pricing, and Texas is not among them.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that app-first/telematics-first insurers (e.g. Root, Lemonade/Metromile-style products) build their claims workflow around the app rather than a human-first process.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that typical full-coverage premiums for a 2019 mid-size sedan with two clean-record drivers and ~10,000 miles/year in Austin, TX fall roughly in the $100-170/month range, used to judge the $150 ceiling's feasibility.", "display_category": "model_memory" } ], "claims": [ { "text": "Germania Insurance sells personal auto insurance in Texas exclusively through local independent agents and provides human claims support alongside optional online/app claim filing.", "brand": "Germania Insurance", "verified_on_brand_property": true, "decisive": true }, { "text": "State Farm's claims process involves a human claims team, claim specialists, and a State Farm agent, with app-based tools offered as a supplement rather than a replacement.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "USAA auto insurance/membership eligibility is restricted to current and former military service members, certain federal agency employees, and their eligible family members.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Credit-based insurance scoring in the U.S. typically relies on a soft credit inquiry that does not affect the consumer's credit score, unlike a hard inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Texas is not one of the U.S. states that ban the use of credit history in auto insurance pricing, so Texas insurers may legally price policies using credit-based insurance scores.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r008", "task_label": "telecom", "started_at": "2026-09-13T14:00:00Z", "finished_at": "2026-09-13T14:40:00Z", "recommendation": "Metro by T-Mobile (primary), Cricket Wireless (backup if T-Mobile coverage is weak at the home address)", "brands": [ { "brand": "Metro by T-Mobile", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - primary recommendation: $90/mo for 3 lines all-in, month-to-month, live phone support", "readable_page_loaded": true }, { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - backup recommendation: $105/mo for 3 lines all-in, month-to-month, live phone support", "readable_page_loaded": true }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No direct phone support line; only chat, in-app bot, or social media, with phone callback only reachable after going through those channels", "readable_page_loaded": false }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Has real phone support, but its advertised low price requires prepaying 3/6/12 months at once rather than paying strictly month-to-month", "readable_page_loaded": true }, { "brand": "T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Postpaid Essentials plan for 3 lines runs about $120/month before taxes and fees, pushing the real total over the ceiling", "readable_page_loaded": false }, { "brand": "AT&T", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Cheapest realistic unlimited 3-line plan (Unlimited Starter) runs about $137.97/month, well over the ceiling", "readable_page_loaded": false }, { "brand": "Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Unlimited Welcome for 3 lines is about $120/month before taxes and fees, so the real total exceeds the ceiling", "readable_page_loaded": false }, { "brand": "Boost Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a prepaid option but not investigated in depth once two options meeting all criteria were confirmed", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cricketwireless.com/cell-phone-plans/all-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Per-line AutoPay prices for Select/Smart/Supreme Unlimited tiers", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/cell-phone-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed broadband-facts disclosure that government taxes are included in the quoted plan price", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.whistleout.com/CellPhones/Carriers/Cricket/Personal", "domain": "whistleout.com", "brand": "Cricket Wireless", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed 3-line total of $105/month for Select Unlimited with taxes/fees baked in", "display_category": "external_source_or_reference" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404, gave nothing usable", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "3-line totals ($90/$115/$135) with taxes and fees included confirmed", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.reviews.org/mobile/visible-wireless-customer-service/", "domain": "reviews.org", "brand": "Visible", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Visible has no direct phone support number, only chat/app/social channels", "display_category": "external_source_or_reference" }, { "url": "https://www.mintmobile.com/help/how-do-i-contact-mint-mobile/", "domain": "mintmobile.com", "brand": "Mint Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Mint does offer live phone support (611 or 800-683-7392, 5am-7pm PST daily)", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Cricket Wireless", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Cricket customer service phone number (800-274-2538) exists, confirming live phone support", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Metro by T-Mobile", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Metro customer service phone number (*611 / 888-863-8768) exists, confirming live phone support", "display_category": "external_source_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/t-mobile/t-mobile-tmobile-essentials/3-lines/", "domain": "upphone.com", "brand": "T-Mobile", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "T-Mobile Essentials for 3 lines priced around $120/month, at the ceiling before taxes/fees", "display_category": "external_source_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/att/att-unlimited-starter/3-lines/", "domain": "upphone.com", "brand": "AT&T", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "AT&T Unlimited Starter for 3 lines priced around $137.97/month, over the ceiling", "display_category": "external_source_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/verizon/verizon-unlimited-welcome-plans-review-cost-price/verizon-unlimited-welcome-plan-with-unlimited-data-for-3-lines-cost-review/", "domain": "upphone.com", "brand": "Verizon", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Verizon Unlimited Welcome for 3 lines priced around $120/month before taxes/fees, which postpaid carriers add on top", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Boost Mobile", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General plan/support page titles only; not investigated in depth since two better-fitting options were already confirmed", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Mint Mobile", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that Mint Mobile's advertised low per-line prices require prepaying for a 3/6/12-month term rather than billing strictly month-to-month", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General assumption that AT&T's and T-Mobile's networks both have solid coverage in Austin, TX, so either underlying network (Cricket-on-AT&T or Metro-on-T-Mobile) is a reasonable choice absent an exact address", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Verizon", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that Verizon postpaid advertised prices exclude taxes and surcharges, which pushes the real total further above the $120 ceiling", "display_category": "model_memory" } ], "claims": [ { "text": "Metro by T-Mobile's $40/line Unlimited plan totals $90/month for 3 lines with taxes and fees included", "brand": "Metro by T-Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless's Select Unlimited plan totals $105/month for 3 lines with taxes and fees included", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Visible has no direct customer-service phone number and routes support through chat/app/social channels", "brand": "Visible", "verified_on_brand_property": false, "decisive": true }, { "text": "Mint Mobile provides live phone support at 800-683-7392 (or 611), 7 days a week, 5am-7pm PST", "brand": "Mint Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Mint Mobile's advertised low per-line prices require prepaying for a 3, 6, or 12-month term upfront rather than billing month-to-month", "brand": "Mint Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "AT&T's cheapest realistic 3-line unlimited postpaid plan (Unlimited Starter) totals about $137.97/month", "brand": "AT&T", "verified_on_brand_property": false, "decisive": true }, { "text": "Verizon's Unlimited Welcome plan totals about $120/month for 3 lines before taxes and fees are added on top", "brand": "Verizon", "verified_on_brand_property": false, "decisive": true }, { "text": "T-Mobile's Essentials plan totals about $120/month for 3 lines before taxes and fees", "brand": "T-Mobile", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r009", "task_label": "insurance", "started_at": "2026-09-13T22:20:00Z", "finished_at": "2026-09-13T22:28:10Z", "recommendation": "State Farm (primary), with a direct quote from Germania Insurance as a Texas-only agent-based alternative to compare", "brands": [ { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated; recommended as primary option", "readable_page_loaded": true }, { "brand": "Germania Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated; recommended as a secondary quote to compare, though its dedicated product pages were not directly loadable", "readable_page_loaded": true }, { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Requires purchasing/maintaining a paid Farm Bureau membership, conflicting with the no-membership requirement", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership restricted to military/veteran-affiliated households; no such affiliation stated", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/telematics-first model with app-driven claims, not a dedicated human-agent claims process", "readable_page_loaded": false }, { "brand": "Lemonade", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/AI-driven claims process by design; conflicts with wanting a human to handle a claim", "readable_page_loaded": false }, { "brand": "Metromile", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "App-first pay-per-mile insurer folded into Lemonade with limited/uncertain new-business availability, and app-driven claims", "readable_page_loaded": false }, { "brand": "Clearcover", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Digital/app-first claims handling, not a dedicated local human agent", "readable_page_loaded": false }, { "brand": "Costco Auto Program", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Preferred pricing requires an active paid Costco membership", "readable_page_loaded": false }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Primarily a direct/call-center and app model without an assigned local agent, less aligned with wanting a human relationship for claims", "readable_page_loaded": false }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Digital-first claims and telematics (Snapshot) emphasis; less agent-centric than State Farm or Germania for this household's preference", "readable_page_loaded": false }, { "brand": "Allstate", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Has a comparable local-agent model, but deprioritized once two agent-based options (State Farm, Germania) already met the criteria; not independently price-compared", "readable_page_loaded": false }, { "brand": "Farmers Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Comparable agent-based carrier, deprioritized for the same reason as Allstate and not independently price-compared", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.txfb-ins.com/personal-insurance/auto-insurance/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no usable content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.germaniainsurance.com/personal/auto-insurance", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no usable content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.txfb-ins.com/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page requires JavaScript; only meta tags returned, no substantive content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.germaniainsurance.com/", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed large local agency-personnel network and agent 'Find Agent' function, supporting human-agent claims model", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.txfb-ins.com/about-us/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "JavaScript-gated page; could not confirm membership requirement from the site itself", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.germaniainsurance.com/personal-insurance/auto", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no usable content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.tdi.texas.gov/pubs/consumer/cb020.html", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Texas permits insurers to use credit-based insurance scores statewide and there is no consumer opt-out, only variation by company", "display_category": "external_source_or_reference" }, { "url": "https://www.germaniainsurance.com/auto-insurance", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no usable content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.germaniainsurance.com/products/auto", "domain": "germaniainsurance.com", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no usable content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.statefarm.com/insurance/auto", "domain": "statefarm.com", "brand": "State Farm", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed multi-channel claims (phone/app/online) with dedicated service team, discount structure (Drive Safe & Save, Steer Clear, bundling), and no mention of price being conditioned on autopay/paperless", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Insurance credit-based scoring pulls are soft inquiries that do not create a hard inquiry or affect the consumer's credit score", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Texas Farm Bureau Insurance requires purchasers to hold a paid annual Farm Bureau membership to buy its insurance products", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "USAA membership/eligibility is restricted to military members, veterans, and their immediate families", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Root", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Root's model centers on app-based telematics and largely app-driven claims handling rather than a dedicated local human agent", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Lemonade", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Lemonade's claims process is app/AI-driven by design and its car insurance footprint in Texas is limited", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Metromile", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Metromile was an app-first pay-per-mile insurer absorbed into Lemonade, with reduced/limited new-business availability", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Clearcover", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Clearcover is an app-first digital carrier with claims routed through its app/software rather than a dedicated local agent", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Costco Auto Program", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Costco-affiliated auto insurance pricing (via Ameriprise/Connect) requires an active paid Costco membership", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Standard Texas personal auto policies (State Farm, Germania, and most major carriers) run in 6-month or annual terms with no long-term lock-in and no early termination fee, and can be cancelled anytime for a pro-rated refund", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Autopay/paperless-billing discounts offered by most carriers are optional add-ons layered onto a base quote, not a condition required to obtain that base price", "display_category": "model_memory" } ], "claims": [ { "text": "Texas law permits auto insurers to use credit-based insurance scores in pricing, and there is no statewide consumer opt-out.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "A credit-based insurance score check is a soft inquiry; it does not produce a hard inquiry on a credit report and does not itself lower a credit score.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "State Farm offers claim reporting via phone, app, and online, backed by a dedicated local agent and claims service team.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "State Farm's published discount programs (Drive Safe & Save, Steer Clear, bundling) are optional and not presented as conditions of the base price.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "Germania Insurance is distributed through a large network of local independent agents in Texas.", "brand": "Germania Insurance", "verified_on_brand_property": true, "decisive": true }, { "text": "Texas Farm Bureau Insurance requires the policyholder to be a paying Farm Bureau member.", "brand": "Texas Farm Bureau Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "USAA eligibility is limited to current/former military members and their immediate families.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Root and Lemonade route auto claims through an app/software-driven process rather than a dedicated local human agent by default.", "brand": "Root", "verified_on_brand_property": false, "decisive": true }, { "text": "Standard Texas personal auto insurance policies are issued in 6-month or annual terms, are cancellable at any time, and carry no early termination fee.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Costco's auto insurance program pricing is only accessible with an active paid Costco membership.", "brand": "Costco Auto Program", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r010", "task_label": "travel", "started_at": "2026-09-13T00:00:00Z", "finished_at": "2026-09-13T00:20:00Z", "recommendation": "Southwest Airlines (flight) + a free-cancellation hotel/resort booked via Hotels.com, to Cancun/Riviera Maya, Mexico", "brands": [ { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended - flexible no-fee cancellation on standard fares, no membership, live phone support", "readable_page_loaded": true }, { "brand": "JetBlue", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Cheapest Blue Basic fares are non-refundable/non-changeable; a flexible fare class costs enough more to strain the budget", "readable_page_loaded": false }, { "brand": "American Airlines", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Basic Economy fares are non-refundable; genuinely refundable fares are priced well above budget for two travelers", "readable_page_loaded": false }, { "brand": "Spirit Airlines", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Ultra-low-cost base fares are non-refundable and the carrier has a reputation for weaker live phone support", "readable_page_loaded": false }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Requires an active paid Costco membership to book any package, which the household ruled out", "readable_page_loaded": true }, { "brand": "Hotels.com", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended for lodging - free cancellation widely available, no paid membership required, live phone support", "readable_page_loaded": true }, { "brand": "Expedia", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Kept as a viable backup for bundling refundable flight+hotel packages; not the primary pick and its pages were not directly fetched", "readable_page_loaded": false }, { "brand": "Airbnb", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Cancellation policy is set per-host and inconsistently fully refundable, unlike hotel free-cancellation rates", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.southwest.com/help/refunds/change-cancel-flight", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.costcotravel.com/", "domain": "costcotravel.com", "brand": "Costco Travel", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed vacation packages are restricted to paid Costco members", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/travel-funds", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but only title metadata, no usable policy text", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.jetblue.com/help/fare-rules", "domain": "jetblue.com", "brand": "JetBlue", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.hotels.com/customer-care/cancel-booking.html", "domain": "hotels.com", "brand": "Hotels.com", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/help/refunds", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.jetblue.com/flying-with-us/fare-options", "domain": "jetblue.com", "brand": "JetBlue", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.hotels.com", "domain": "hotels.com", "brand": "Hotels.com", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed free cancellation available without paid membership; One Key loyalty program is free/optional", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed advertised 'no change fees on most fares' claim on the brand's own homepage", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.jetblue.com", "domain": "jetblue.com", "brand": "JetBlue", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Homepage loaded but contained no usable fare-rule or refund-policy detail", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General geography/climate knowledge: Cancun/Riviera Maya, Puerto Vallarta, and Cabo San Lucas are roughly 2-3 hour nonstop flights from Austin and stay warm through late October", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recollection that Southwest flies nonstop between Austin and Cancun", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recollection that Wanna Get Away fares refund as reusable travel funds (not cash) on cancellation, while Business Select/Anytime fares refund to original payment", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "JetBlue", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recollection that JetBlue's Blue Basic fare is non-refundable/non-changeable outside the 24-hour risk-free window", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Spirit Airlines", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recollection that Spirit's base fares are non-refundable and the airline has a reputation for weaker live phone support", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that paying for a flight/hotel with an existing card involves no credit pull, while airline co-branded card sign-ups and checkout financing (Uplift/Affirm/Klarna) can involve a credit check or risk-based pricing", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Rough price expectation: round-trip AUS-CUN economy fares near $300-500/person and mid-range 7-night hotel/resort rates near $150-250/night for two in shoulder season, supporting budget feasibility", "display_category": "model_memory" } ], "claims": [ { "text": "Costco Travel requires an active paid Costco membership to book any vacation package.", "brand": "Costco Travel", "verified_on_brand_property": true, "decisive": true }, { "text": "Hotels.com offers free cancellation on many hotels without requiring any paid membership; its One Key loyalty program is free and optional.", "brand": "Hotels.com", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest Airlines advertises 'no change fees on most fares' on its own homepage.", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest's Wanna Get Away fares, when cancelled, return value as reusable travel funds rather than a cash refund to the original payment method; only Business Select/Anytime fares refund to the original form of payment.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "JetBlue's Blue Basic fare is non-refundable and cannot be changed after the 24-hour risk-free booking period; only Blue and higher fares allow changes/cancellation.", "brand": "JetBlue", "verified_on_brand_property": false, "decisive": true }, { "text": "Southwest Airlines flies nonstop between Austin and Cancun.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Southwest Airlines and Hotels.com/Expedia both provide 24/7 telephone customer service with live agents.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Spirit Airlines' lowest fares are non-refundable and the airline has a reputation for weaker live phone support relative to legacy carriers and Southwest.", "brand": "Spirit Airlines", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r011", "task_label": "banking", "started_at": "2026-09-14T00:05:00Z", "finished_at": "2026-09-14T00:20:00Z", "recommendation": "Capital One 360 Checking, as the household's primary direct-deposit/bill-pay account.", "brands": [ { "brand": "Capital One", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - primary recommendation; confirmed no-fee, no-minimum checking with wide ATM access and some physical branch presence.", "readable_page_loaded": true }, { "brand": "SoFi", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Attractive APY and overdraft coverage, but online-only with no physical branches and best perks require $1,000+/month in direct deposits; kept as a secondary alternative rather than the top pick.", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "Operates as a fintech app partnered with banks rather than being a full bank itself, with functional limits like no physical branches.", "readable_page_loaded": false }, { "brand": "nbkc Bank", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Small, lesser-known online-only bank; not investigated further once a strong fit was found with Capital One.", "readable_page_loaded": false }, { "brand": "Frost Bank", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Texas-based and reputed for a large branch/ATM network, but its site was blocked this session so checking-fee details could not be confirmed.", "readable_page_loaded": false }, { "brand": "University Federal Credit Union", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Local Austin credit union, but its site was blocked this session so membership eligibility and fee details could not be confirmed.", "readable_page_loaded": false }, { "brand": "Ally Bank", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Site returned a 404 error this session; not investigated further.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.frostbank.com/personal/checking", "domain": "frostbank.com", "brand": "Frost Bank", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Fetch was blocked pending a provenance approval step not available this session; could not confirm Frost Bank's checking fee/minimum-balance terms.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/spending-account/", "domain": "ally.com", "brand": "Ally Bank", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404 error; no content obtained about Ally's checking account.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Frost_Bank", "domain": "en.wikipedia.org", "brand": "Frost Bank", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Frost Bank operates roughly 200 branches and 1,750 ATMs in Texas, described as the largest ATM network in the state, though no fee details were given.", "display_category": "external_source_or_reference" }, { "url": "https://www.ufcu.org/bank/checking/", "domain": "ufcu.org", "brand": "University Federal Credit Union", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Fetch was blocked pending a provenance approval step not available this session; could not confirm UFCU's checking terms or membership eligibility.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.nerdwallet.com/best/banking/checking-accounts", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Gave a ranked shortlist (SoFi, Chime, nbkc, Capital One 360) with fee, minimum-balance, APY, and ATM-access details used to compare no-fee checking options.", "display_category": "external_source_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/", "domain": "capitalone.com", "brand": "Capital One", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Capital One 360 Checking has no monthly/maintenance fees, no minimum balance, 70,000+ fee-free ATMs, early direct deposit, and online bill pay.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Chime", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Chime is a fintech app that partners with FDIC-insured banks rather than being a chartered bank itself, with some functional limitations (e.g. no physical branches, in-store cash deposits only).", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Capital One", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Capital One operates physical branches and Cafes in select major cities, including Austin, TX, unlike purely online banks such as SoFi, Chime, and nbkc.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly or maintenance fees, no minimum balance requirement, access to 70,000+ fee-free ATMs, and can make direct-deposited paychecks available up to 2 days early.", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Frost Bank operates roughly 200 branches and 1,750 ATMs in Texas and is described as having the largest ATM network in the state.", "brand": "Frost Bank", "verified_on_brand_property": false, "decisive": true }, { "text": "SoFi Checking and Savings offers a 0.50% APY and forgiving overdraft coverage when the account receives $1,000+ in monthly direct deposits, but is an online-only account with no physical branches.", "brand": "SoFi", "verified_on_brand_property": false, "decisive": true }, { "text": "Chime is a fintech app that partners with banks to offer FDIC-insured accounts rather than being a chartered bank itself.", "brand": "Chime", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r012", "task_label": "travel", "started_at": "2026-09-13T16:00:00Z", "finished_at": "2026-09-13T16:35:00Z", "recommendation": "Puerto Vallarta, Mexico via Southwest Airlines (direct AUS-PVR) + a Booking.com free-cancellation hotel; Los Cabos (San Jose del Cabo) as a warm-weather alternate", "brands": [ { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended primary carrier: direct Austin-Puerto Vallarta and Austin-Los Cabos routes, no change fees, no paid membership required for flexible fares", "readable_page_loaded": true }, { "brand": "Booking.com", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended hotel booking channel: free-cancellation filter available with no paid membership, real mid-range Puerto Vallarta rates confirmed within budget", "readable_page_loaded": true }, { "brand": "Delta Air Lines", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Also serves Cancun and Fort Myers from Austin within the 4-hour window, but its basic economy fares are typically non-refundable; not individually re-verified this session given tool budget, so deprioritized versus the more flexible Southwest option", "readable_page_loaded": false }, { "brand": "American Airlines", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Also serves Los Cabos from Austin, but basic economy fares are typically non-refundable; not individually re-verified this session, deprioritized versus Southwest", "readable_page_loaded": false }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Well-known (model_memory) to require a paid Costco membership to access its package/hotel pricing, directly conflicting with the no-paid-membership requirement", "readable_page_loaded": false }, { "brand": "Cancun (as destination, various hotels/airlines)", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Confirmed reachable within the 4-hour window (2h37m on Delta) and warm, but kept as a secondary option rather than primary because Delta's cheapest fares are typically non-refundable and Southwest does not currently serve this specific route from Austin, unlike Puerto Vallarta/Los Cabos", "readable_page_loaded": false }, { "brand": "Los Cabos / San Jose del Cabo (as destination)", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Logged as the recommended alternate destination: similar flight time and warmth, also served by Southwest from Austin", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.flightsfrom.com/AUS", "domain": "flightsfrom.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Identified direct warm-destination routes from Austin within ~4 hours: Puerto Vallarta (2h15m, Southwest), Los Cabos/San Jose del Cabo (2h40-45m, Southwest/American/Delta), Cancun (2h37m, Delta), plus Florida/Gulf options", "display_category": "external_source_or_reference" }, { "url": "https://www.southwest.com", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed on Southwest's own homepage that there are 'no change fees on most fares'; did not itemize refund-to-cash vs travel-credit distinctions by fare class", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Southwest's Wanna Get Away fares cancel with no fee into reusable travel funds (not cash), while Anytime and Business Select fares refund to the original form of payment, and that Southwest charges no paid membership for any of this (Rapid Rewards loyalty is free)", "display_category": "model_memory" }, { "url": "https://www.holiday-weather.com/puerto_vallarta/averages/", "domain": "holiday-weather.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Puerto Vallarta averages roughly 75-80F (24-26C) in October, supporting it as a genuinely warm destination for late-October travel", "display_category": "external_source_or_reference" }, { "url": "https://www.booking.com/city/mx/puerto-vallarta.html", "domain": "booking.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Gave real mid-range, well-reviewed Puerto Vallarta hotel nightly rates (~$90-130/night for two), used to confirm the total trip fits inside the $2,500 budget", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Booking.com", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that Booking.com's standard 'free cancellation' filter requires no paid membership, unlike Costco Travel which requires a paid Costco membership", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that round-trip economy fares from Austin to Puerto Vallarta or Los Cabos typically run well under $500 per person outside of peak holiday weeks, supporting the budget math", "display_category": "model_memory" }, { "url": "https://www.southwest.com/refundable-flights/", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to get fare-class-specific refund rules directly from Southwest; page returned a 404 error", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/faq/cancel-flight", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Second attempt at Southwest's own cancellation FAQ; page returned a 404 error", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.nerdwallet.com/article/travel/southwest-airlines-refund-policy", "domain": "nerdwallet.com", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted third-party confirmation of Southwest's refund policy by fare type; page returned a 404 error", "display_category": "external_source_or_reference" }, { "url": "https://thepointsguy.com/guide/southwest-airlines-refund-policy/", "domain": "thepointsguy.com", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "review", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted another independent confirmation of Southwest's fare-class refund rules; page returned a 404 error", "display_category": "external_source_or_reference" }, { "url": "https://www.timeanddate.com/weather/mexico/puerto-vallarta/climate", "domain": "timeanddate.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted a second climate data source for Puerto Vallarta; page returned a 403 error", "display_category": "external_source_or_reference" }, { "url": "https://www.weather-us.com/en/texas-usa/austin-october", "domain": "weather-us.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check comparative climate data; page returned a 403 error", "display_category": "external_source_or_reference" }, { "url": "https://www.puertovallarta.net/all_about/hotels.php", "domain": "puertovallarta.net", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted a local-guide source for typical hotel pricing; page returned a 404 error", "display_category": "external_source_or_reference" } ], "claims": [ { "text": "Southwest Airlines flies direct from Austin to Puerto Vallarta in about 2 hours 15 minutes.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Southwest Airlines flies direct from Austin to San Jose del Cabo (Los Cabos) in about 2 hours 40-45 minutes.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Southwest charges no change fees on most fares and requires no paid membership to book or cancel.", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest's Wanna Get Away fares cancel penalty-free into reusable travel funds rather than a cash refund; Anytime and Business Select fares refund to the original payment method.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Puerto Vallarta averages roughly 75-80F in late October.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Well-reviewed mid-range hotels in Puerto Vallarta run roughly $90-130 per night with free-cancellation options available on Booking.com without any paid membership.", "brand": "Booking.com", "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel pricing requires an active paid Costco membership to access.", "brand": "Costco Travel", "verified_on_brand_property": false, "decisive": false } ] }, { "run_id": "r013", "task_label": "energy", "started_at": "2026-09-13T14:00:00Z", "finished_at": "2026-09-13T14:45:00Z", "recommendation": "Champion Energy Services - Champ Saver 12 (primary); Rhythm Energy standard fixed plan, NOT the Digital Discount variant, as an alternate", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Municipal utility with council-set rates; no retail plan choice exists for customers inside Austin city limits", "readable_page_loaded": false }, { "brand": "Champion Energy Services", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended primary pick: flat fixed rate, no tiered bill credits, no disclosed autopay/paperless requirement, disclosed flat $150 ETF", "readable_page_loaded": false }, { "brand": "Rhythm Energy", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended alternate on its plain fixed plan (lower, pro-rated ~$20/month-remaining ETF); its 'Digital Discount' plan variant was excluded for tying price to autopay/paperless", "readable_page_loaded": true }, { "brand": "Chariot Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Solarize plans carry a $15-per-month-remaining early termination fee, worse than the chosen alternatives on that criterion", "readable_page_loaded": false }, { "brand": "APG&E", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Could not verify ETF amount or autopay/paperless conditions on the brand's own site or comparison sites within scope; not chosen given better-documented alternatives", "readable_page_loaded": true }, { "brand": "Payless Power", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Advertised as no-contract but prepaid plans require a 6-month minimum and rates are variable/monthly-adjusted, not fixed", "readable_page_loaded": true }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its 90-day satisfaction/switch guarantee was reviewed, not full ETF/autopay terms of a specific fixed plan; deprioritized versus fully-checked options", "readable_page_loaded": false }, { "brand": "Cirro Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its satisfaction-guarantee window was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its 60-day satisfaction guarantee was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "4Change Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its first-plan-only satisfaction guarantee was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Just Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its satisfaction guarantee was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "TriEagle Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its satisfaction guarantee was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Express Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only its satisfaction guarantee was reviewed, not a specific plan's ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Its 'Happiness Guarantee' only allows switching to another Gexa plan, not full cancellation without fee", "readable_page_loaded": false }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Mentioned only as a month-to-month/variable-rate option in a roundup; not individually verified", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.texaspowercost.com/guides/why-austin-energy-customers-cant-choose-electricity.php", "domain": "texaspowercost.com", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin Energy is municipal/no-choice and identified Round Rock as the deregulated Oncor pocket of the metro", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General background knowledge that ERCOT/Texas retail electricity market structure separates municipal utilities (no choice) from investor-owned utility (Oncor, CenterPoint, AEP) territories (choice)", "display_category": "model_memory" }, { "url": "https://paylesspower.com/blog/no-contract-electricity-in-texas-month-to-month-plans-with-no-strings-attached/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Revealed Payless Power's 'no-contract' positioning actually requires a 6-month minimum on prepaid plans with variable, not fixed, rates", "display_category": "brand_owned_page_or_reference" }, { "url": "https://electricityplans.com/texas/compare/fixed-rate-electricity-plans/", "domain": "electricityplans.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Identified specific 'basic fixed rate' plans with no bill-credit tiers: APG&E Electricity Plans 10, Champion Champ Saver 9, Chariot Solarize 12", "display_category": "external_source_or_reference" }, { "url": "https://simpletexasenergy.com/blog/no-early-termination-fee-plans", "domain": "simpletexasenergy.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed that most 'no ETF' marketing in Texas is actually a 30-90 day satisfaction/switch guarantee, not a literal no-ETF plan, across Reliant, Cirro, TXU, 4Change, Just Energy, TriEagle, Express, Gexa, Rhythm", "display_category": "external_source_or_reference" }, { "url": "https://www.powerchoicetexas.org/providers/champion-energy/champ-saver-12-electricity-plan-7", "domain": "powerchoicetexas.org", "brand": "Champion Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Champ Saver 12 has a flat $150 ETF and rate around 13-15 cents/kWh at 1000 kWh depending on city, no disclosed autopay requirement", "display_category": "external_source_or_reference" }, { "url": "https://www.powerchoicetexas.org/providers/chariot-energy/solarize-24-electricity-plan-20148", "domain": "powerchoicetexas.org", "brand": "Chariot Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed Chariot Solarize 24's ETF is $15 per month remaining, ruling it out as worse than Champion on the ETF-predictability criterion", "display_category": "external_source_or_reference" }, { "url": "https://www.apge.com/faq/accounts-billing", "domain": "apge.com", "brand": "APG&E", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": true, "what_it_gave_me": "Attempted to verify APG&E's ETF and autopay terms on their own site; page loaded but contained no usable answer to either question", "display_category": "brand_owned_page_or_reference" }, { "url": "https://electricrates.org/guides/month-to-month-electricity-texas/", "domain": "electricrates.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Established the core market conflict: month-to-month/no-ETF plans in Texas are variable-rate tied to wholesale prices, while fixed-rate plans of 12+ months all carry ETFs", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/rhythm-energy/", "domain": "choosetexaspower.org", "brand": "Rhythm Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Rhythm charges $20 per month remaining as its ETF on fixed plans, lower than Champion's flat $150 for most of a contract's life", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/energy-resources/early-termination-fee-guide/", "domain": "choosetexaspower.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed across an 18-provider table that no genuinely fixed-rate Texas plan currently has a zero early termination fee", "display_category": "external_source_or_reference" }, { "url": "https://www.gotrhythm.com/blog/will-rhythm-reimburse-etf", "domain": "gotrhythm.com", "brand": "Rhythm Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Rhythm waives its own ETF only within a 30-day trial window; did not fully specify autopay/paperless terms", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.gotrhythm.com/digital-discount-energy-plans", "domain": "gotrhythm.com", "brand": "Rhythm Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Rhythm's 'Digital Discount 12' plan ties a $5/month credit to autopay + paperless enrollment, disqualifying that specific plan from the household's requirement", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.austinenergy.com", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Not fetched directly; eliminated based on third-party confirmation that it is a municipal utility with council-set rates and no retail choice", "display_category": "brand_owned_page_or_reference" } ], "claims": [ { "text": "Austin proper is served by Austin Energy, a municipal utility with no retail electricity choice.", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Round Rock (zip 78664/78665/78681/78682) is in Oncor's deregulated territory within the Austin metro.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "No genuinely fixed-rate (locked-for-term) electricity plan in Texas currently carries a $0 early termination fee.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Champion Energy's Champ Saver 12 plan is a flat fixed rate with no tiered usage bill credits and a disclosed flat $150 early termination fee.", "brand": "Champion Energy Services", "verified_on_brand_property": false, "decisive": true }, { "text": "Rhythm Energy's standard fixed plans charge $20 per month remaining as an early termination fee.", "brand": "Rhythm Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Rhythm Energy's 'Digital Discount 12' plan gives a $5/month credit conditioned on enrolling in autopay and paperless billing.", "brand": "Rhythm Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "Payless Power's prepaid 'no-contract' plans actually carry a 6-month minimum and variable, monthly-adjusted rates.", "brand": "Payless Power", "verified_on_brand_property": true, "decisive": true }, { "text": "Chariot Energy's Solarize 24 plan charges $15 per month remaining as an early termination fee.", "brand": "Chariot Energy", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r014", "task_label": "banking", "started_at": "2026-09-14T09:00:00Z", "finished_at": "2026-09-14T09:15:00Z", "recommendation": "Capital One 360 Checking (primary), with Chase Total Checking as an alternative if in-person branch access matters more than a zero-fee guarantee", "brands": [ { "brand": "Capital One", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - primary recommendation: no fee under any condition, no minimum balance, wide fee-free ATM network, FDIC insured", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - alternative recommendation for households prioritizing a large physical branch/ATM network, though its fee waiver depends on maintaining qualifying deposits", "readable_page_loaded": true }, { "brand": "Ally Bank", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Plausible no-fee alternative similar to Capital One, but the brand page could not be loaded this session and it was not investigated further once two strong options were confirmed", "readable_page_loaded": false }, { "brand": "SoFi", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Plausible no-fee online alternative, but not investigated in depth given research-budget constraints once Capital One and Chase were confirmed", "readable_page_loaded": false }, { "brand": "Bank of America", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Comparable fee-waiver shape to Chase without a clear advantage, so not pursued further as a distinct recommendation", "readable_page_loaded": false }, { "brand": "Wells Fargo", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "Comparable fee-waiver shape to Chase without a clear advantage, and more recent reputational/regulatory issues weighed against it as a default pick", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, ~70,000 fee-free ATMs via Capital One/MoneyPass/Allpoint networks, and FDIC insurance up to $250,000", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chase.com/personal/checking/total-checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Chase Total Checking's $15 monthly fee and its waiver conditions ($500+ qualifying electronic deposits, or balance thresholds), plus nationwide network size (14,000+ ATMs, 5,000+ branches)", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/spending-account/", "domain": "ally.com", "brand": "Ally Bank", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, guessed URL did not exist, gave nothing usable", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Capital One", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Capital One operates physical Capital One Cafe locations, including one in downtown Austin, TX, giving an occasional in-person option despite being an online-first account", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Ally Bank", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Recalled that Ally's checking (Spending) account also has no monthly fee and no minimum balance, making it a similar-shaped alternative to Capital One, though this was not independently confirmed this session after the brand-site fetch failed", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Bank of America", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Bank of America's basic checking (Advantage SafeBalance/Plus) carries a monthly fee in the $4.95-$12 range, waivable via direct deposit or minimum balance, comparable in shape to Chase but not a clear improvement", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Wells Fargo", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Wells Fargo's basic checking similarly carries a monthly fee waivable by direct deposit or minimum balance, comparable in shape to Chase but not a clear improvement, and the brand carries more recent reputational/regulatory baggage", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "SoFi", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "SoFi Checking and Savings has no monthly fee and pays a competitive APY on balances with direct deposit set up, a viable online alternative to Capital One though with less ATM/cash-handling infrastructure and no physical branches", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly maintenance fee and no minimum balance requirement to open, keep, or use the account", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking provides fee-free access to roughly 70,000 ATMs via the Capital One, MoneyPass, and Allpoint networks", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase Total Checking carries a $15 monthly fee that is waived by maintaining $500 or more in qualifying electronic deposits per statement period, among other waiver options", "brand": "Chase", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase's nationwide network includes over 14,000 ATMs and 5,000 branches", "brand": "Chase", "verified_on_brand_property": true, "decisive": false }, { "text": "Capital One operates a Capital One Cafe location in downtown Austin, TX", "brand": "Capital One", "verified_on_brand_property": false, "decisive": false }, { "text": "Ally Bank's checking (Spending) account has no monthly fee and no minimum balance requirement", "brand": "Ally Bank", "verified_on_brand_property": false, "decisive": false } ] }, { "run_id": "r015", "task_label": "insurance", "started_at": "2026-09-13T14:00:00Z", "finished_at": "2026-09-13T14:35:00Z", "recommendation": "State Farm (primary), Farmers (secondary/backup)", "brands": [ { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": null, "elimination_reason": "Recommended primary choice - not eliminated.", "readable_page_loaded": true }, { "brand": "Farmers", "entered": true, "eliminated": false, "elimination_reason_code": null, "elimination_reason": "Recommended secondary/backup choice - not eliminated.", "readable_page_loaded": true }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Brand identity and claims process are built primarily around app/call-center self-service rather than a dedicated local-agent relationship, despite also offering agents.", "readable_page_loaded": true }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Known primarily as a direct/online insurer with call-center-driven claims handling, less centered on a dedicated local agent for personal service.", "readable_page_loaded": false }, { "brand": "Allstate", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a mainstream agent-based option but not investigated in depth given research scope/time budget after two strong agent-based candidates were confirmed.", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership/insurance eligibility is restricted to military-affiliated households; no military affiliation was indicated in the brief.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.tdi.texas.gov/", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed TDI oversees discriminatory-pricing rules but page excerpt didn't detail credit-scoring rules directly.", "display_category": "external_source_or_reference" }, { "url": "https://www.tdi.texas.gov/consumer/credit-scoring-faq.html", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Server error; could not load the credit-scoring FAQ page.", "display_category": "external_source_or_reference" }, { "url": "https://www.texasagent.com/insurance/credit-scoring", "domain": "texasagent.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Robots/timeout error, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.statefarm.com/insurance/auto", "domain": "statefarm.com", "brand": "State Farm", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed State Farm has 19,000+ local agents providing personalized service; claims process offers app/online/phone but agent network is central.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.farmers.com/auto/", "domain": "farmers.com", "brand": "Farmers", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Farmers uses local agents and named 'knowledgeable claims representatives' for personalized claims support.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.nerdwallet.com/article/insurance/car-insurance-that-doesnt-use-credit-score", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "404 error, page not found, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.geico.com/auto-insurance/", "domain": "geico.com", "brand": "GEICO", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Showed GEICO also offers a local-agent locator and phrases claims around agent help, in addition to app/24-7 support.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.bankrate.com/insurance/car/credit-score/", "domain": "bankrate.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "404 error, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.usaa.com/insurance/auto-insurance", "domain": "usaa.com", "brand": "USAA", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but only returned a cookie-consent error message, no usable eligibility content.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Texas permits credit-based insurance scoring (only CA, HI, MA ban it) and that such checks are soft inquiries, not hard pulls.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that USAA membership/insurance eligibility is restricted to military members, veterans, and their eligible family members.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General market knowledge of typical full-coverage monthly premium ranges (~$100-170/month) for a 2019 mid-size sedan, two clean-record adult drivers, ~10,000 mi/yr in Austin, TX.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "GEICO", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that GEICO's brand identity and claims process are historically built around app/call-center self-service more than a dedicated local-agent relationship.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Progressive", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Progressive is primarily a direct/online insurer with call-center-driven claims handling, less centered on a dedicated local agent.", "display_category": "model_memory" } ], "claims": [ { "text": "Texas law permits credit-based insurance scoring for auto insurance; it is not one of the few states (CA, HI, MA) that ban the practice.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Insurer credit-based insurance score checks are typically soft inquiries and do not appear as hard inquiries on a consumer credit report or lower a credit score.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "State Farm operates via a network of over 19,000 local agents providing personalized service.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "Farmers offers local agents and named claims representatives for personalized claims support.", "brand": "Farmers", "verified_on_brand_property": true, "decisive": true }, { "text": "GEICO offers local agents in addition to its digital/app-based service and call-center claims handling.", "brand": "GEICO", "verified_on_brand_property": true, "decisive": false }, { "text": "USAA auto insurance membership is generally restricted to military members, veterans, and their eligible family members.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Typical full-coverage monthly premiums for a 2019 mid-size sedan with two clean-record adult drivers driving ~10,000 miles/year in Austin, TX generally fall in roughly the $100-170/month range depending on carrier and coverage limits.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r016", "task_label": "energy", "started_at": "2026-09-13T15:00:00Z", "finished_at": "2026-09-13T15:30:00Z", "recommendation": "Austin Energy standard residential tariff (no retail-choice action needed/possible)", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - it is the household's only actual electricity provider option and its standard tariff structurally meets every stated preference", "readable_page_loaded": true }, { "brand": "Texas competitive retail electric providers (deregulated market generally)", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Not available to the household because Austin Energy's municipal service territory is excluded from Texas's deregulated Power to Choose retail market, so no competitive provider can actually be enrolled", "readable_page_loaded": false } ], "sources": [ { "url": "https://electricrates.org/texas/austin/", "domain": "electricrates.org", "brand": "Austin Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin is served by municipal Austin Energy and excluded from Texas's deregulated Power to Choose retail market", "display_category": "external_source_or_reference" }, { "url": "https://www.powertochoose.org/en-us/", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted fetch returned a 402 error; could not confirm service-territory boundaries directly from the state's own comparison site", "display_category": "external_source_or_reference" }, { "url": "https://austinenergy.com/ae/rates/residential-electric-rates", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, gave nothing usable", "display_category": "brand_owned_page_or_reference" }, { "url": "https://austinenergy.com/rates/residential-rates", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Current four-tier residential rate schedule (4.640c/5.138c/7.525c/10.884c per kWh by tier) plus ~$16.50 monthly customer charge and power-supply/regulatory adders", "display_category": "brand_owned_page_or_reference" }, { "url": "https://electricrates.org/blog/austin-energy-rates/", "domain": "electricrates.org", "brand": "Austin Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": false, "what_it_gave_me": "General confirmation of tiered structure and seasonal variation, but no specific current-year figures beyond what the brand site already gave", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Austin Energy", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled prior knowledge that Austin Energy is a municipal utility outside Texas's deregulated retail market, which shaped the search strategy before it was verified against comparison-site sources", "display_category": "model_memory" } ], "claims": [ { "text": "Austin, Texas is served by Austin Energy, a city-owned municipal utility, and is excluded from the state's deregulated retail electricity market (Power to Choose)", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Austin Energy's current residential rate uses four usage tiers priced at approximately 4.640c, 5.138c, 7.525c, and 10.884c per kWh, plus a roughly $16.50 monthly customer charge", "brand": "Austin Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "A municipal utility tariff like Austin Energy's carries no fixed-term contract, no early termination fee, and no autopay/paperless-dependent advertised pricing, unlike competitive retail electric plans", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r017", "task_label": "energy", "started_at": "2026-09-13T00:50:00Z", "finished_at": "2026-09-13T01:05:00Z", "recommendation": "If served by Austin Energy (most of the City of Austin): stay on Austin Energy's municipal utility service - there is no competitive retail plan to shop for. If instead in a deregulated pocket of the metro (e.g. Pflugerville/Round Rock/Hutto on Oncor's grid): use the state's Power to Choose site to find the longest fixed-rate plan (12-24 months) whose Electricity Facts Label price does not depend on autopay/paperless enrollment, and treat 'no early termination fee' as the criterion to relax first.", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - it is the default/only electricity provider for most City of Austin addresses, which is why it is the primary recommendation.", "readable_page_loaded": false }, { "brand": "Payless Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as an example of a no-contract prepaid provider relevant only outside Austin Energy's territory, but its site was blocked from access this session.", "readable_page_loaded": false }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Recalled as a major Texas retail electric provider, but not researched this session due to the exhausted search quota; only relevant outside Austin Energy's territory.", "readable_page_loaded": false }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Recalled as a major Texas retail electric provider, but not researched this session due to the exhausted search quota; only relevant outside Austin Energy's territory.", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Recalled as a Texas retail electric provider, but not researched this session due to the exhausted search quota; only relevant outside Austin Energy's territory.", "readable_page_loaded": false }, { "brand": "Green Mountain Energy", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "An Austin-founded renewable-energy retail provider, but it (like all REPs) cannot sell to addresses inside Austin Energy's municipal-utility territory, so it is not an option for most Austin households.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.austinenergy.com/about/rates/", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page did not load (404); could not confirm Austin Energy's current residential rate structure directly from its own site.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.powertochoose.org", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "The official Texas electric-choice comparison site returned an access error (402) on repeated attempts; could not confirm which areas/plans it lists.", "display_category": "external_source_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Austin_Energy", "domain": "en.wikipedia.org", "brand": "Austin Energy", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin Energy is a municipally-owned monopoly utility for the City of Austin, since Austin did not participate in Texas electricity deregulation.", "display_category": "external_source_or_reference" }, { "url": "https://www.payless-power.com/no-contract-electricity/", "domain": "payless-power.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Fetch was disallowed (robots/DNS error); could not confirm this provider's no-contract fixed-rate plan terms.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Electricity_market_in_Texas", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page was not available (cache-only, not found); no content obtained.", "display_category": "external_source_or_reference" }, { "url": "https://en.wikipedia.org/wiki/ERCOT", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed ERCOT administers retail switching for about 7 million premises in competitive-choice areas, consistent with municipal utilities (like Austin Energy) sitting outside that competitive market.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge of how Texas's deregulated retail electricity market works: retail electric providers (REPs), the Power to Choose portal, the standardized Electricity Facts Label (EFL), and that fixed-term plans commonly carry an early termination fee.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that some Texas retail electricity plans advertise a low per-kWh rate that only applies at certain usage tiers (bill credits) or requires autopay/paperless billing enrollment, and that bills can jump when those conditions aren't met - directly matching the household's past bad experience.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that other major Texas cities (e.g. San Antonio's CPS Energy) also operate municipal utilities outside the deregulated market, as context for why Austin is not unusual in this respect.", "display_category": "model_memory" } ], "claims": [ { "text": "Austin Energy is a municipally-owned utility, a department of the City of Austin, and operates as the monopoly electricity provider for the city because Austin did not participate in Texas's electricity deregulation.", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "ERCOT administers retail electric switching for roughly 7 million premises in Texas's competitive-choice areas, implying municipal-utility cities are excluded from that competitive market.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "In Texas's deregulated retail market, providers must disclose terms via a standardized Electricity Facts Label, fixed-rate plans commonly carry an early termination fee for the contract term, and some plans' advertised rate depends on hitting usage tiers or enrolling in autopay/paperless billing.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r018", "task_label": "energy", "started_at": "2026-09-13T00:00:00Z", "finished_at": "2026-09-13T00:20:00Z", "recommendation": "Austin Energy standard residential tariff (no competitive REP applies to Austin proper)", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated; this is the only provider that legally serves the household's address, so it is the recommendation by default rather than by competitive comparison.", "readable_page_loaded": true }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Retail electric provider does not sell service inside Austin Energy's municipal, non-deregulated territory.", "readable_page_loaded": false }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Retail electric provider does not sell service inside Austin Energy's municipal, non-deregulated territory.", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Retail electric provider does not sell service inside Austin Energy's municipal, non-deregulated territory.", "readable_page_loaded": false }, { "brand": "Champion Energy", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Retail electric provider does not sell service inside Austin Energy's municipal, non-deregulated territory.", "readable_page_loaded": false }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Retail electric provider does not sell service inside Austin Energy's municipal, non-deregulated territory.", "readable_page_loaded": false } ], "sources": [ { "url": "https://austinenergy.com", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin Energy is a City of Austin department providing electric service, not a marketed competitive brand.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.powertochoose.org", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check whether Austin zip codes return retail plans; request returned a 402 error, no content.", "display_category": "external_source_or_reference" }, { "url": "https://www.puc.texas.gov/consumer/electricity/electricity.aspx", "domain": "puc.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to confirm which Texas areas are deregulated vs municipal/co-op; fetch blocked by robots/SSL error, no content.", "display_category": "external_source_or_reference" }, { "url": "https://www.austinenergy.com/about/company-profile/rates", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no rate content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chooseenergy.com/electricity-rates/texas/austin/", "domain": "chooseenergy.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "500 server error, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.austinenergy.com/residential/rates/residential-electric-rates", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no rate content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://austinenergy.com/rates-tariffs/residential-rates", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no rate content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.electricchoice.com/electricity-prices-texas/", "domain": "electricchoice.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.energysage.com/local-data/electricity-rates/tx/austin/", "domain": "energysage.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error, no content retrieved.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Austin Energy", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Prior knowledge that Austin's city limits are served by Austin Energy, a municipally-owned utility, and sit outside ERCOT's deregulated retail-choice area, unlike Dallas-Fort Worth, Houston, or Corpus Christi.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Austin Energy", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Prior knowledge that Austin Energy's residential service is billed on a City Council-approved published tariff rather than a competitive marketed plan, implying no fixed-term contract, no early termination fee, and no autopay/paperless condition on the posted price.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Prior knowledge that common ERCOT retail electric providers (TXU Energy, Reliant, Gexa Energy, Champion Energy, Frontier Utilities, etc.) sell only in deregulated utility territories (e.g., Oncor, CenterPoint, AEP) and do not serve addresses inside Austin Energy's municipal footprint.", "display_category": "model_memory" } ], "claims": [ { "text": "Austin Energy is a department of the City of Austin providing electric utility service.", "brand": "Austin Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "Austin, Texas is served by a municipally-owned utility and is not part of the deregulated ERCOT retail electric choice area, so residents cannot select a competing retail electric provider.", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Austin Energy's residential rates are set via City Council-approved tariffs rather than competitive market offers, so the posted rate carries no fixed contract term, no early termination fee, and no autopay/paperless-billing condition.", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Retail electric providers such as TXU Energy, Reliant, Gexa Energy, Champion Energy, and Frontier Utilities operate in ERCOT's deregulated areas (e.g., Dallas-Fort Worth, Houston) but not inside Austin Energy's municipal service territory.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r019", "task_label": "energy", "started_at": "2026-09-13T22:02:37Z", "finished_at": "2026-09-13T22:16:53Z", "recommendation": "4Change Energy - flat-rate (non-bill-credit) 12-month fixed plan", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Municipal utility with a legal monopoly inside Austin city limits - no retail plan choice exists there at all", "readable_page_loaded": false }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Only offers a 90-day satisfaction guarantee to waive ETF, not a full-term no-ETF plan; not investigated further", "readable_page_loaded": false }, { "brand": "Cirro Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Only a 30-90 day switch/cancel guarantee, not a persistent no-ETF plan", "readable_page_loaded": false }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Quoted rate (10.5c/kWh) was notably higher than comparable flat-rate competitors (6.5-6.9c/kWh) in the same area; also only a 60-day guarantee, not full-term no-ETF", "readable_page_loaded": false }, { "brand": "4Change Energy", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Selected as the recommendation on its flat-rate (non-bill-credit) plan, based on relatively small/transparent prorated ETF and strong reputation; not verified on its own site", "readable_page_loaded": false }, { "brand": "Just Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared only in a satisfaction-guarantee list; not investigated beyond that", "readable_page_loaded": false }, { "brand": "TriEagle Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in rate comparison table but not investigated for ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Express Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in rate comparison table but not investigated for ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Satisfaction guarantee only covers switching between Gexa plans, not full cancellation; brand review page returned a 404 so ETF/autopay terms could not be confirmed", "readable_page_loaded": false }, { "brand": "Rhythm Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Charges an ETF (~$20/month remaining) despite marketing flexibility, and at least one popular plan's advertised bill credit requires autopay + paperless billing", "readable_page_loaded": false }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Flat ETF of $150-200 (higher than alternatives) and customer complaints of unexpected rate increases on 'fixed' plans", "readable_page_loaded": false }, { "brand": "Payless Power", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Prepaid structure still carries a $49 ETF and a high effective rate (~19.1c/kWh), plus daily-balance disconnection risk not present with a normal fixed plan", "readable_page_loaded": false }, { "brand": "APG&E (American PowerNet)", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Had the lowest listed rate (6.5c/kWh, 11-month term) but ETF and autopay/paperless conditions were not investigated", "readable_page_loaded": false }, { "brand": "Discount Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in rate comparison table (24-month term) but not investigated for ETF/autopay terms", "readable_page_loaded": false }, { "brand": "Chariot Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Brand's own page claims a rate that 'never changes' but discloses no ETF amount or autopay/paperless condition, so it could not be confirmed to meet the stated requirements", "readable_page_loaded": true } ], "sources": [ { "url": "https://simpletexasenergy.com/blog/no-early-termination-fee-plans", "domain": "simpletexasenergy.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "List of providers' satisfaction-guarantee windows (30-90 days) that waive ETF only early in the contract, not for the full term", "display_category": "external_source_or_reference" }, { "url": "https://comparepower.com/electricity-rates/texas/", "domain": "comparepower.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin is excluded from competitive retail choice because it is served by the municipal utility Austin Energy", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that in ERCOT's deregulated retail market, providers use the ETF to underwrite the price-lock on multi-month fixed plans, so genuinely zero-ETF offers are almost always month-to-month/variable or prepaid rather than long-term fixed", "display_category": "model_memory" }, { "url": "https://www.choosetexaspower.org/electricity-rates/pflugerville/", "domain": "choosetexaspower.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Comparable list of fixed-rate plans/rates for a deregulated Austin-area suburb (APG&E, Frontier, TriEagle, 4Change, Gexa, Discount Power, Cirro, Rhythm, Express, TXU) at ~1000 kWh", "display_category": "external_source_or_reference" }, { "url": "https://electricrates.org/guides/fixed-rate-electricity-texas/", "domain": "electricrates.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Confirmed generically that no-ETF fixed plans exist but cost 1-2c/kWh more, without naming brands - not usable on its own", "display_category": "external_source_or_reference" }, { "url": "https://electricrates.org/texas/power-to-choose/", "domain": "electricrates.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Generic description of plan types and ETF ranges ($50-200), no specific brand-level ETF/autopay data", "display_category": "external_source_or_reference" }, { "url": "https://gatby.com/blog/early-termination-fees-texas-electricity", "domain": "gatby.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Named several provider names generically but no plan-specific ETF figures", "display_category": "external_source_or_reference" }, { "url": "https://www.shoptexaselectricity.com/learn/fees-in-the-fine-print-hidden-electricity-costs-in-texas/", "domain": "shoptexaselectricity.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page metadata only; body content on hidden fees/autopay requirements did not load usably", "display_category": "external_source_or_reference" }, { "url": "https://www.powertochoose.org/en-us/Plans?zipCode=78660", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted the official PUCT shopping site directly; fetch failed with a 402 error, so no data obtained", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/rhythm-energy/review/", "domain": "choosetexaspower.org", "brand": "Rhythm Energy", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Rhythm's ETF (~$20/month remaining) and that its $5/month Rhythm Saver 12 credit requires autopay + paperless billing, i.e. part of its advertised value depends on autopay", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/payless-power/review/", "domain": "choosetexaspower.org", "brand": "Payless Power", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Payless Power (prepaid) still charges a $49 ETF and quotes ~19.1c/kWh, so prepaid did not actually avoid the ETF/price concerns", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/frontier-utilities/review/", "domain": "choosetexaspower.org", "brand": "Frontier Utilities", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Frontier's ETF of $150-200 depending on term, plus complaints of unexpected rate increases despite 'fixed' plans", "display_category": "external_source_or_reference" }, { "url": "https://chariotenergy.com/fixed-rate-electricity-plans/", "domain": "chariotenergy.com", "brand": "Chariot Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Brand's own marketing language ('your rate never changes') but no disclosed ETF amount or autopay/paperless condition, so it could not be confirmed or ruled in", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.4changeenergy.com/electricity-plans/", "domain": "4changeenergy.com", "brand": "4Change Energy", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to confirm plan/ETF/autopay terms directly on the brand's own site; the fetch was refused before returning content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/4change-energy/review/", "domain": "choosetexaspower.org", "brand": "4Change Energy", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "4Change's ETF ($20/month remaining), that it sells both flat-rate and bill-credit (Maxx Saver Value) plans, and its strong reputation score - basis for the recommendation, with the flat-rate (not bill-credit) plan specified", "display_category": "external_source_or_reference" }, { "url": "https://www.choosetexaspower.org/electricity-providers/gexa-energy/review/", "domain": "choosetexaspower.org", "brand": "Gexa Energy", "brand_owned": false, "source_kind": "review", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to verify Gexa's ETF/autopay terms; page returned a 404 error", "display_category": "external_source_or_reference" } ], "claims": [ { "text": "The City of Austin is served by Austin Energy, a municipally owned utility, so residents inside city limits cannot choose a retail electric provider at all.", "brand": "Austin Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "4Change Energy charges an early termination fee of about $20 per month remaining on the contract.", "brand": "4Change Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "4Change Energy's Maxx Saver Value 12 plan only pays its $125 bill credit if the customer uses at least 1,000 kWh that month, which can make the effective rate spike in low-usage months.", "brand": "4Change Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Rhythm Energy charges an early termination fee of about $20 per month remaining on the contract.", "brand": "Rhythm Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Rhythm Energy's Rhythm Saver 12 plan's $5/month bill credit requires enrollment in autopay and paperless billing.", "brand": "Rhythm Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Frontier Utilities' early termination fees range from about $150 to $200 depending on the plan term.", "brand": "Frontier Utilities", "verified_on_brand_property": false, "decisive": true }, { "text": "Payless Power, despite being a prepaid/no-long-term-contract provider, still charges a $49 fee for terminating a term plan early and quotes about 19.1 cents/kWh at 1,000 kWh.", "brand": "Payless Power", "verified_on_brand_property": false, "decisive": true }, { "text": "TXU Energy's listed fixed rate for the sampled area was about 10.5 cents/kWh, versus 6.5-6.9 cents/kWh for several competing flat-rate plans in the same table.", "brand": "TXU Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Gexa Energy's satisfaction guarantee only allows switching to a different Gexa plan within 60 days, not a full no-penalty cancellation.", "brand": "Gexa Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "In ERCOT's deregulated retail electricity market, the early termination fee is generally the mechanism retailers use to underwrite a multi-month fixed-rate lock, so plans with a genuinely zero ETF are typically month-to-month/variable-rate (the price can change with notice) or prepaid, rather than long-term fixed-rate contracts.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r020", "task_label": "insurance", "started_at": "2026-09-13T22:47:00Z", "finished_at": "2026-09-13T22:56:00Z", "recommendation": "Texas Farm Bureau Insurance (primary), Amica Mutual (backup)", "brands": [ { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": false, "readable_page_loaded": false }, { "brand": "Amica Mutual", "entered": true, "eliminated": false, "readable_page_loaded": true }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership is restricted to active/former military and their immediate families; nothing in the brief indicates this household qualifies.", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App/telematics-first claims model with minimal local-agent support conflicts with the requirement for a human to handle a claim.", "readable_page_loaded": false }, { "brand": "Metromile", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "App-first pay-per-mile product that has been discontinued as a standalone brand in most states, and its usage-based model is a poor fit for a household already estimating a flat ~10,000 miles/year without needing per-mile billing.", "readable_page_loaded": false }, { "brand": "State Farm", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Agent-based service is comparable to the finalists, but it is a large national direct writer known to weight credit-based scoring heavily, with no evidence found that it does better on the household's stated concern than the recommended options.", "readable_page_loaded": false }, { "brand": "Allstate", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Deprioritized without deep investigation once better-fitting agent-based, lighter-credit-weighting options were identified; time/tool constraints prevented deeper verification.", "readable_page_loaded": false }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Primarily a direct/digital, call-center and app-driven insurer rather than a local human-agent model for claims and service.", "readable_page_loaded": false }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Known for heavy credit-score weighting and app-based Snapshot telematics/claims tools; deprioritized without further investigation given better-fitting finalists.", "readable_page_loaded": false }, { "brand": "AAA Texas / Auto Club Group", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Site returned a 404 on the insurance section during research; the local-agent, human-claims model looked plausible but could not be verified against the $150 ceiling or credit-scoring practice within the tools available.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.amica.com/", "domain": "amica.com", "brand": "Amica Mutual", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed claims are handled via phone reps and human customer service reps, not app-only, plus a J.D. Power claims-satisfaction award claim.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.amica.com/en/insurance/auto.html", "domain": "amica.com", "brand": "Amica Mutual", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 on this specific path; no product-page content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.txfb-ins.com/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page requires JavaScript; only a boilerplate JS-disabled notice was returned, no product or claims-process detail.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.txfb-ins.com/personal/auto/", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 on this path; no auto-product content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.texasfarmbureauinsurance.com/", "domain": "texasfarmbureauinsurance.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "robots.txt disallowed the fetch; no content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.aaa.com/insurance/auto-insurance", "domain": "aaa.com", "brand": "AAA Texas / Auto Club Group", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error page only; no confirmation of agent model, membership requirement, or credit-scoring practice.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.iii.org/article/background-on-insurance-scoring", "domain": "iii.org", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed insurers use credit-based scores 'with other factors' industry-wide to underwrite/price, supporting that no mainstream TX carrier forgoes credit scoring entirely.", "display_category": "external_source_or_reference" }, { "url": "https://www.tdi.texas.gov/consumer/auto-insurance-facts.html", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Server error on fetch; no regulator-side detail on Texas credit-scoring rules retrieved directly.", "display_category": "external_source_or_reference" }, { "url": "https://www.bankrate.com/insurance/car/credit-score/", "domain": "bankrate.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404; no comparison data retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.valuepenguin.com/car-insurance-credit-score", "domain": "valuepenguin.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404; no comparison data retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.nerdwallet.com/article/insurance/car-insurance-and-your-credit-score", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404; no comparison data retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.forbes.com/advisor/car-insurance/cheapest-car-insurance-texas/", "domain": "forbes.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404; no Texas rate-comparison data retrieved.", "display_category": "external_source_or_reference" }, { "url": "https://www.consumeraffairs.com/insurance/auto.html", "domain": "consumeraffairs.com", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404; no review-ranking data retrieved.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Only California, Hawaii, and Massachusetts ban insurers from using credit-based insurance scores in auto pricing; Texas permits it for every licensed carrier.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Insurance credit checks used for quoting/underwriting are soft pulls that do not affect the consumer's credit score and are not hard inquiries, industry-wide.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "USAA membership/eligibility is restricted to active-duty/veteran military and their immediate families.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Root Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Root's model is app/telematics-first with limited local-agent presence for claims handling.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Metromile", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Metromile is a pay-per-mile, app-first insurer that wound down or was absorbed (by Lemonade) as a standalone brand in most states.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Requires an annual Farm Bureau membership fee (roughly $35-40/year) and is sold exclusively through local Texas agents, with a reputation for lighter credit-score weighting than the large national direct writers.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "GEICO", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Primarily a direct/digital-first insurer with call-center and app-based claims rather than a local captive-agent model.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Progressive", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Known for the Snapshot telematics/app program and heavy reliance on credit-based scoring in rating.", "display_category": "model_memory" } ], "claims": [ { "text": "Amica handles claims through 24/7 live phone representatives and online tracking, not an app-only workflow, and has been recognized by J.D. Power for claims/customer satisfaction.", "brand": "Amica Mutual", "verified_on_brand_property": true, "decisive": true }, { "text": "Texas Farm Bureau Insurance is sold only through local captive agents in Texas and requires an annual Farm Bureau membership (roughly $35-40/year).", "brand": "Texas Farm Bureau Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Texas Farm Bureau Insurance has a reputation for weighting credit-based insurance scores less heavily than large national direct writers.", "brand": "Texas Farm Bureau Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "USAA auto insurance eligibility is limited to active-duty and veteran military members and their immediate families.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Root Insurance's claims and underwriting process is primarily app/telematics-driven with limited local human-agent presence.", "brand": "Root Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Metromile's standalone pay-per-mile product has been wound down or absorbed in most states after its acquisition by Lemonade.", "brand": "Metromile", "verified_on_brand_property": false, "decisive": true }, { "text": "GEICO operates primarily as a direct writer with call-center and app-based claims handling rather than a local captive-agent network.", "brand": "GEICO", "verified_on_brand_property": false, "decisive": false }, { "text": "Progressive relies heavily on credit-based insurance scoring in its rating and promotes its Snapshot telematics app for both pricing and claims-related data.", "brand": "Progressive", "verified_on_brand_property": false, "decisive": false }, { "text": "Only California, Hawaii, and Massachusetts prohibit insurers from using credit-based insurance scores in auto rating; Texas allows it for every licensed carrier.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Obtaining an auto insurance quote, including any credit-based insurance score check, uses a soft credit pull that does not affect the applicant's credit score and is not a hard inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r021", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:35:00Z", "recommendation": "Capital One 360 Checking (primary), with Ally Interest Checking as a strong alternative", "brands": [ { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated; selected as the primary recommendation.", "readable_page_loaded": true }, { "brand": "Ally Interest Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated; kept as a strong alternative, no branches being its only drawback.", "readable_page_loaded": true }, { "brand": "Chase Total Checking", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Has a $12 monthly fee that is only waived by meeting ongoing balance or direct-deposit-amount conditions rather than being free outright.", "readable_page_loaded": false }, { "brand": "Bank of America Advantage/SafeBalance Checking", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Basic checking tiers carry a $4.95-$12 monthly fee waived only via balance, direct-deposit, or a high-balance Preferred Rewards enrollment.", "readable_page_loaded": false }, { "brand": "Wells Fargo", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "History of fake-account and consumer-abuse scandals raised reputational/trust concerns for a primary household account; not investigated further on fee structure as a result.", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "Despite offering live phone support, it generated a disproportionate volume of CFPB complaints about accounts being frozen/closed without consent, and it is a fintech operating through a partner bank rather than being a bank itself.", "readable_page_loaded": true } ], "sources": [ { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One 360 Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, branches/cafes, and phone support with a real person.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/help/bank/account-information/", "domain": "ally.com", "brand": "Ally Interest Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed 24/7 phone and chat support with human customer care associates.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.sofi.com/learn/content/do-banks-run-credit-checks-for-checking-accounts/", "domain": "sofi.com", "brand": null, "brand_owned": false, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed checking accounts typically use ChexSystems (soft check), not a hard credit inquiry.", "display_category": "external_source_or_reference" }, { "url": "https://help.chime.com/how-do-i-contact-chime-customer-service-731cb26b", "domain": "chime.com", "brand": "Chime", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Chime does offer 24/7 live phone support, not just in-app chat.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.bankingdive.com/news/chime-customers-file-hundreds-of-cfpb-complaints-over-locked-accounts-repo/602947/", "domain": "bankingdive.com", "brand": "Chime", "brand_owned": false, "source_kind": "news", "readable": "readable", "decisive": true, "what_it_gave_me": "Reported hundreds of CFPB complaints about Chime freezing/closing accounts without consent, far above peer banks, driving the reputation-based elimination.", "display_category": "external_source_or_reference" }, { "url": "https://wealthvieu.com/banking/chase/checking-account/", "domain": "wealthvieu.com", "brand": "Chase Total Checking", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Chase Total Checking has a $12 monthly fee only waived via direct deposit, minimum balance, or linked balance conditions.", "display_category": "external_source_or_reference" }, { "url": "https://www.mybanktracker.com/checking/faq/avoid-bank-of-america-checking-account-fees-36767", "domain": "mybanktracker.com", "brand": "Bank of America Advantage Checking", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed BoA basic checking accounts carry $4.95-$12 monthly fees waived only via balance/direct-deposit/Preferred Rewards conditions.", "display_category": "external_source_or_reference" }, { "url": "https://www.mybanktracker.com/checking/faq/early-account-closure-fees-top-us-banks-278427", "domain": "mybanktracker.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Chase, Bank of America, Wells Fargo, and Capital One do not charge early account closure fees.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Wells Fargo", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled Wells Fargo's fake-accounts scandal and history of consumer-abuse regulatory actions, used as the reputation-based elimination reason without a fresh retrieval.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fee and no minimum balance to open, keep, or use the account.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One offers branches and cafes plus phone customer support with a real person.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One does not charge an early account closure fee.", "brand": "Capital One 360 Checking", "verified_on_brand_property": false, "decisive": true }, { "text": "Ally offers 24/7 phone and chat support with human customer care associates.", "brand": "Ally Interest Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally has no physical branches (online-only bank).", "brand": "Ally Interest Checking", "verified_on_brand_property": false, "decisive": true }, { "text": "Chase Total Checking charges a $12 monthly fee unless a direct deposit, minimum balance, or linked balance condition is met.", "brand": "Chase Total Checking", "verified_on_brand_property": false, "decisive": true }, { "text": "Bank of America's basic checking tiers charge $4.95-$12 monthly fees unless balance/direct-deposit/Preferred Rewards conditions are met.", "brand": "Bank of America Advantage Checking", "verified_on_brand_property": false, "decisive": true }, { "text": "Opening a checking account typically involves a ChexSystems soft check rather than a hard credit inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Chime received hundreds of CFPB complaints about accounts being frozen or closed without customer consent, disproportionate to peer banks.", "brand": "Chime", "verified_on_brand_property": false, "decisive": true }, { "text": "Wells Fargo has a history of a fake-accounts scandal and consumer-abuse regulatory actions.", "brand": "Wells Fargo", "verified_on_brand_property": false, "decisive": true }, { "text": "None of Chase, Bank of America, Wells Fargo, or Capital One charge an early account closure fee.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r022", "task_label": "telecom", "started_at": "2026-09-13T00:25:00Z", "finished_at": "2026-09-13T00:45:00Z", "recommendation": "Consumer Cellular Unlimited (3 lines), with T-Mobile Essentials as a close backup.", "brands": [ { "brand": "T-Mobile", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - kept as a close backup recommendation; fits budget and has phone support.", "readable_page_loaded": false }, { "brand": "Consumer Cellular", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated - primary recommendation; fits budget, no contract, and reputation for live phone support.", "readable_page_loaded": false }, { "brand": "AT&T", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Cheapest 3-line unlimited plan (Unlimited Starter) runs about $137.97/month, above the $120 ceiling.", "readable_page_loaded": false }, { "brand": "Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Unlimited Welcome for 3 lines is about $120/month before taxes and fees, so the all-in cost would likely exceed the $120 ceiling.", "readable_page_loaded": false }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Search quota ran out before pricing/support could be checked; set aside based on general reputation as an app/online-first support brand.", "readable_page_loaded": false }, { "brand": "Metro by T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Search quota ran out before pricing/support could be checked; set aside based on general reputation as a retail-store/app-first support brand.", "readable_page_loaded": false }, { "brand": "Cricket Wireless", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Search quota ran out before pricing/support could be checked; set aside based on general reputation as a retail-store/app-first support brand.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.bestphoneplans.net/plans/t-mobile-essentials-3-lines", "domain": "bestphoneplans.net", "brand": "T-Mobile", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Gave the 3-line T-Mobile Essentials price (~$90 plan + ~$16 taxes/fees ≈ $105.87/mo) and unlimited high-speed data allowance.", "display_category": "external_source_or_reference" }, { "url": "https://www.bestphoneplans.net/plans/consumer-cellular-unlimited-3-lines", "domain": "bestphoneplans.net", "brand": "Consumer Cellular", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Gave the 3-line Consumer Cellular Unlimited price (~$100 plan + ~$5.68 taxes/fees ≈ $105.68/mo), 50GB high-speed data per line, and confirmed no-contract/month-to-month terms.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "T-Mobile", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search for T-Mobile 3-line pricing surfaced the bestphoneplans.net page later fetched for exact figures.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "AT&T", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Search result title ('AT&T Unlimited Starter for 3 Lines: $137.97/mo | UpPhone') gave the price used to eliminate AT&T's cheapest unlimited plan on cost.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Verizon", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Initial Verizon search returned general plan-page links without a clear 3-line price figure.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Verizon", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Follow-up search result title ('Verizon Unlimited Welcome for 3 Lines: $120/mo | UpPhone') gave the base price used to flag Verizon as too close to/likely over budget once taxes are added.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Consumer Cellular", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search surfaced the bestphoneplans.net Consumer Cellular page later fetched for exact figures.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": "Consumer Cellular", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Search results (including a Consumer Cellular blog post titled 'Award-Winning Consumer Cellular Support') supported that the brand emphasizes live, easily reachable phone support.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "blocked", "decisive": false, "what_it_gave_me": "Search for Mint Mobile/Metro by T-Mobile/Cricket pricing and support returned no results because the session's web search quota was exhausted.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that budget prepaid MVNOs like Mint Mobile, Metro by T-Mobile, and Cricket Wireless emphasize app/chat/retail-store support over phone call centers.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that the big three postpaid carriers (Verizon, AT&T, T-Mobile) each operate a live-agent customer service phone line.", "display_category": "model_memory" } ], "claims": [ { "text": "T-Mobile Essentials for 3 lines costs about $90/month for the plan plus roughly $16 in taxes/fees, totaling near $105.87/month, with unlimited high-speed data per line.", "brand": "T-Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "Consumer Cellular's Unlimited plan for 3 lines costs about $100/month for the plan plus roughly $5.68 in estimated taxes/fees, totaling near $105.68/month, with 50GB of high-speed data per line and no contract.", "brand": "Consumer Cellular", "verified_on_brand_property": false, "decisive": true }, { "text": "AT&T's cheapest 3-line unlimited plan (Unlimited Starter) costs about $137.97/month.", "brand": "AT&T", "verified_on_brand_property": false, "decisive": true }, { "text": "Verizon's Unlimited Welcome plan for 3 lines costs about $120/month before taxes and fees.", "brand": "Verizon", "verified_on_brand_property": false, "decisive": true }, { "text": "Consumer Cellular is known for US-based, easily reachable live phone support and offers no long-term contracts.", "brand": "Consumer Cellular", "verified_on_brand_property": false, "decisive": true }, { "text": "Major postpaid carriers (T-Mobile, AT&T, Verizon) provide telephone customer service with live agents, unlike some budget MVNOs that lean chat/app-first.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r023", "task_label": "travel", "started_at": "2026-09-13T22:08:00Z", "finished_at": "2026-09-13T22:22:35Z", "recommendation": "Cancun, Mexico via Southwest Airlines, booked with a hotel offering a free-cancellation rate", "brands": [ { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: recommended carrier for the Austin-Cancun leg.", "readable_page_loaded": true }, { "brand": "Cancun, Mexico", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: recommended destination.", "readable_page_loaded": true }, { "brand": "Puerto Vallarta, Mexico", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Comparable warm destination within flight-time range, but not investigated in depth on pricing/cancellation terms once Cancun's Southwest nonstop and no-fee cancellation policy made it the stronger, better-evidenced fit.", "readable_page_loaded": false }, { "brand": "Los Cabos, Mexico", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Identified as within the 4-hour flight range but not researched further for the same reason as Puerto Vallarta.", "readable_page_loaded": false }, { "brand": "Fort Lauderdale/Miami, Florida", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Cheap and within flight-time range, but judged a weaker match to 'somewhere warm' as a tropical getaway compared with a Mexican beach resort town, and offers no clear cancellation or membership advantage over Cancun.", "readable_page_loaded": false }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Bundles competitive Cancun package pricing with a requirement to hold a paid Costco membership, which the household explicitly ruled out.", "readable_page_loaded": false }, { "brand": "Booking.com", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: used as the reference platform for free-cancellation, no-membership hotel pricing in Cancun.", "readable_page_loaded": true } ], "sources": [ { "url": "https://www.southwest.com/en/flights/flights-from-austin-to-cancun", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed daily nonstop Austin-Cancun service, ~2h35m flight time, and no change fees on any fare.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/help/refunds/refund-eligibility", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Attempted to confirm refund policy directly on Southwest's own site; the URL returned a 404 and gave nothing usable, so I relied on a third-party summary instead.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.fondtravels.com/blog/travel-tips/southwest-airlines-flight-cancellation-policy", "domain": "fondtravels.com", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no cancellation fees on any Southwest fare type; Wanna Get Away fares convert to flight credit, Anytime/Business Select refund to original payment; no membership mentioned as required.", "display_category": "external_source_or_reference" }, { "url": "https://www.kayak.com/flight-routes/Austin-Bergstrom-AUS/Cancun-CUN", "domain": "kayak.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Round-trip Austin-Cancun airfare typically $441-665, averaging ~$538, with off-peak fares as low as ~$372-441, used to size the flight portion of the budget.", "display_category": "external_source_or_reference" }, { "url": "https://www.kayak.com/Cancun-Hotels_Resort.Tresort.34713.hotel.ksp", "domain": "kayak.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "October flagged as the cheapest month to book a Cancun resort (~$267/night all-inclusive average); budget resorts start around $62/night.", "display_category": "external_source_or_reference" }, { "url": "https://www.booking.com/city/mx/cancun.html", "domain": "booking.com", "brand": "Booking.com", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Cancun nightly rates by star rating (3-star ~$48-114, 4-star ~$167-223), used to pick an affordable non-membership hotel tier.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.momondo.com/flights/austin/puerto-vallarta", "domain": "momondo.com", "brand": "Puerto Vallarta (destination option)", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Surfaced that Puerto Vallarta is also reachable from Austin at comparable fares, kept as a backup destination but not investigated further once Cancun looked like the stronger fit.", "display_category": "external_source_or_reference" }, { "url": "https://www.expedia.com/lp/flights/aus/fll/austin-to-fort-lauderdale", "domain": "expedia.com", "brand": "Fort Lauderdale/Miami (destination option)", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Showed cheap Austin-Fort Lauderdale fares as a domestic alternative, considered but set aside as a less distinctly 'warm getaway' option than a Mexican beach destination.", "display_category": "external_source_or_reference" }, { "url": "https://www.costcotravel.com/Vacation-Packages/Mexico/Cancun", "domain": "costcotravel.com", "brand": "Costco Travel", "brand_owned": true, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Confirmed Costco Travel sells Cancun vacation packages, which was cross-checked against general knowledge that Costco Travel requires an active paid Costco membership to book.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Costco Travel", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled from general knowledge that Costco Travel bookings require a paid, active Costco membership, which directly conflicts with the household's 'no paid membership' constraint.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Booking.com", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that Booking.com is free to browse and book, and its optional 'Genius' loyalty tier is free to join rather than a paid subscription, so its free-cancellation rates don't require any membership fee.", "display_category": "model_memory" } ], "claims": [ { "text": "Southwest flies nonstop from Austin to Cancun (about 2 hours 35 minutes) and charges no change fees on any fare.", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "All Southwest fares can be cancelled without a fee; the cheapest fares (Wanna Get Away/Wanna Get Away Plus) convert to reusable flight credit while Anytime and Business Select refund to the original payment method, with no membership required.", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Round-trip Austin-Cancun airfare typically runs $441-665 (about $538 average), with off-peak fares as low as ~$372-441.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "October is the cheapest month to book a Cancun resort, averaging about $267/night for all-inclusive properties, with budget hotels available from roughly $48-66/night.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel requires an active, paid Costco membership to book its vacation packages, including Cancun packages.", "brand": "Costco Travel", "verified_on_brand_property": false, "decisive": true }, { "text": "Booking.com does not require any paid membership or subscription to access free-cancellation hotel rates.", "brand": "Booking.com", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r024", "task_label": "telecom", "started_at": "2026-09-13T14:02:00Z", "finished_at": "2026-09-13T14:24:00Z", "recommendation": "Consumer Cellular", "brands": [ { "brand": "Consumer Cellular", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended; not eliminated. Live phone support, no contract, satisfaction guarantee, and no autopay-dependent pricing best matched the household's stated priorities, though exact current 3-line dollar pricing on the brand's own site could not be rendered in this session.", "readable_page_loaded": true }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Month-to-month with no ETF and clear pricing, but support is app/chat-centric with no confirmed dependable path to call and reach a live person, conflicting with the household's core requirement given past bad experiences with chat-only support.", "readable_page_loaded": true }, { "brand": "Google Fi", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Advertised 3-line pricing is a 50%-off introductory offer (ending 9/30/26) that reverts to a higher regular rate, matching the exact promotional bait-and-switch pattern the household said it wants to avoid.", "readable_page_loaded": true }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "No true month-to-month billing; the advertised low rate requires prepaying 3, 6, or 12 months upfront, and the effective monthly rate depends on the prepay term chosen.", "readable_page_loaded": true }, { "brand": "Cricket Wireless", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Advertised per-line price requires AutoPay enrollment (with a $5/line penalty without it), directly conflicting with the household's requirement that price not depend on autopay.", "readable_page_loaded": true }, { "brand": "US Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Lowest advertised per-line price requires annual prepayment rather than month-to-month billing, and standard live phone support was not confirmed as included.", "readable_page_loaded": true }, { "brand": "Total by Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Known to follow the same carrier-owned prepaid pattern as Cricket, with advertised pricing conditioned on AutoPay enrollment; not independently verified this session.", "readable_page_loaded": false }, { "brand": "Straight Talk", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a realistic prepaid multi-network option but deprioritized and not fetched given time constraints; general knowledge points to retail/chat-oriented rather than dedicated phone support.", "readable_page_loaded": false }, { "brand": "AT&T Prepaid", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a realistic option in the same segment as Cricket but not investigated in depth given time constraints.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.consumercellular.com/plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no-contract messaging, a 45-day satisfaction guarantee (cancel and pay nothing), and a support phone number.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.visible.com/plans", "domain": "visible.com", "brand": "Visible", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Per-line pricing ($25/$35/$45), no contract, no early termination fee, and a claim of '24/7 access to human assistance' without specifying a phone channel.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://fi.google.com/plans", "domain": "fi.google.com", "brand": "Google Fi", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no usable content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.mintmobile.com/plans/", "domain": "mintmobile.com", "brand": "Mint Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed pricing requires prepaying 3/6/12 months upfront, with no standard month-to-month billing option and per-month rate varying by term.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/cell-phone-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed advertised per-line prices require AutoPay enrollment, with a $5/line higher price without it.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/cell-phone-plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404; no usable content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.visible.com/help/contact-us", "domain": "visible.com", "brand": "Visible", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page required JavaScript; no support-channel detail could be extracted.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.usmobile.com/plans/", "domain": "usmobile.com", "brand": "US Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed lowest advertised price ($16.58/mo) requires annual prepayment, and support is described only as generic '24/7 support' without confirming live phone access.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://fi.google.com/", "domain": "fi.google.com", "brand": "Google Fi", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed 3-line pricing is a 50%-intro-offer ending 9/30/26 that reverts to a higher regular rate.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Homepage was JavaScript-rendered; only metadata/tagline came through, no pricing detail.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.visible.com/plans/party-pay", "domain": "visible.com", "brand": "Visible", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page was JavaScript-rendered; no Party Pay multi-line pricing or support detail came through.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Consumer Cellular is built around US-based live phone support and high customer-satisfaction ratings, does not condition pricing on autopay, and does not run a hard credit check for standard enrollment.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Visible", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Visible has historically lacked a straightforward inbound phone number for support, relying mainly on in-app chat and scheduled callbacks.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "US Mobile", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that US Mobile's standard support is primarily chat/ticket based, with live phone support typically reserved for a higher-tier plan add-on.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Total by Verizon", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that this carrier-owned prepaid brand typically prices similarly to Cricket, with autopay-dependent advertised rates.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Straight Talk", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that this is a realistic prepaid multi-network option but oriented toward retail/chat support rather than dedicated phone support.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "AT&T Prepaid", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge placing it in the same carrier-owned prepaid segment already covered by Cricket, so it was not investigated separately.", "display_category": "model_memory" } ], "claims": [ { "text": "Consumer Cellular offers no-contract service with a satisfaction guarantee: cancel and pay nothing within 45 days of activation if not satisfied.", "brand": "Consumer Cellular", "verified_on_brand_property": true, "decisive": true }, { "text": "Consumer Cellular's customer support phone number is (888) 693-7223.", "brand": "Consumer Cellular", "verified_on_brand_property": true, "decisive": true }, { "text": "Consumer Cellular is widely known for US-based live phone customer support and high customer-satisfaction ratings, and does not condition its advertised price on autopay or paperless billing enrollment.", "brand": "Consumer Cellular", "verified_on_brand_property": false, "decisive": true }, { "text": "Consumer Cellular does not require a hard credit check for standard service enrollment.", "brand": "Consumer Cellular", "verified_on_brand_property": false, "decisive": true }, { "text": "Visible's plans are $25/$35/$45 per month with no contract and no early termination fee.", "brand": "Visible", "verified_on_brand_property": true, "decisive": false }, { "text": "Visible advertises 24/7 access to human assistance but has historically lacked a dedicated inbound phone number, relying mainly on in-app chat and scheduled callbacks.", "brand": "Visible", "verified_on_brand_property": false, "decisive": true }, { "text": "Google Fi's 3-line Unlimited Standard pricing ($45 for 3 lines) is a 50% introductory offer active through 9/30/26 that reverts to a higher regular rate afterward.", "brand": "Google Fi", "verified_on_brand_property": true, "decisive": true }, { "text": "Mint Mobile requires prepaying for 3, 6, or 12 months to get its advertised pricing; there is no standard month-to-month billing option.", "brand": "Mint Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless's advertised per-line pricing (e.g., $35/mo Select Unlimited) requires AutoPay enrollment; without it, the price is $5/line higher.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "US Mobile's lowest advertised per-line price ($16.58/mo) requires annual prepayment.", "brand": "US Mobile", "verified_on_brand_property": true, "decisive": true } ] }, { "run_id": "r025", "task_label": "telecom", "started_at": "2026-09-13T15:00:00Z", "finished_at": "2026-09-13T15:35:00Z", "recommendation": "Cricket Wireless (Select Unlimited, 3 lines)", "brands": [ { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Selected as the recommendation - met all criteria with margin under the price ceiling.", "readable_page_loaded": true }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Advertised low per-month rate requires prepaying for a 3/6/12-month term upfront rather than true month-to-month billing.", "readable_page_loaded": true }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No published customer service phone number; support is chat/chatbot/social-media only with a live agent reachable only via callback request.", "readable_page_loaded": false }, { "brand": "Consumer Cellular", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Brand site did not provide a clear itemized 3-line total, and available info suggested cost was not clearly better than the confirmed Cricket price, so it was not pursued further.", "readable_page_loaded": true }, { "brand": "Metro by T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Confirmed to have live phone support, but could not retrieve a current, reliable 3-line total price from the brand's own site (plans URL 404'd), so it was not pursued as the primary pick once Cricket's pricing was confirmed.", "readable_page_loaded": true }, { "brand": "T-Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Cheapest current 3-line tier (Essentials) prices at roughly $120/mo before taxes and fees, leaving no room under the $120 all-in ceiling.", "readable_page_loaded": false }, { "brand": "Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Cheapest current 3-line tier (Unlimited Welcome) prices at roughly $120/mo before taxes and fees, leaving no room under the $120 all-in ceiling.", "readable_page_loaded": false }, { "brand": "AT&T", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Cheapest current 3-line tier (Unlimited Starter) prices at roughly $137.97/mo, over budget even before taxes and fees.", "readable_page_loaded": false }, { "brand": "US Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Only search-result snippets were reviewed; no pricing or support details were confirmed on the brand's own site before a clearer option (Cricket) was already validated.", "readable_page_loaded": false }, { "brand": "Google Fi", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Not investigated on the brand's own site; recalled from prior knowledge to likely run higher per-line than Cricket for moderate data, so deprioritized rather than confirmed.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.mintmobile.com/help/how-do-i-contact-mint-mobile/", "domain": "mintmobile.com", "brand": "Mint Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Mint does have a phone support number, but this was not decisive since Mint was eliminated on plan-term grounds instead.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.mintmobile.com/plans/", "domain": "mintmobile.com", "brand": "Mint Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Mint's advertised per-month prices require paying upfront for a 3/6/12-month term, not true month-to-month billing, and that quoted prices exclude taxes and fees.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": true, "what_it_gave_me": "Page loaded but did not contain a clear, itemized 3-line total price, so I could not confirm it fits under the $120 ceiling with confidence.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/cell-phone-plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "URL returned a 404; wrong path, no content retrieved.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.reviews.org/mobile/visible-wireless-customer-service/", "domain": "reviews.org", "brand": "Visible", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Stated Visible has no customer service phone number at all; only chat, chatbot, and social-media messaging, with a live agent reachable only by requesting a callback inside chat.", "display_category": "external_source_or_reference" }, { "url": "https://www.cricketwireless.com/contactus", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed a direct inbound phone number (1-800-CRICKET / 274-2538) staffed by live reps Mon-Sat 9am-9pm ET, satisfying the phone-support requirement.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/shop/cell-phone-plans/select", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Select Unlimited is $35/line with AutoPay ($105/mo for 3 lines) and explicitly does not require a contract (month-to-month).", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/cell-phone-plans/all-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Listed all three Cricket unlimited tiers and per-line AutoPay pricing, giving the full menu to pick the cheapest tier that met the data need.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/contact-us", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Metro has a live-rep phone number (888-8-METRO-8), making it support-eligible, but I could not confirm its exact 3-line total price from a brand page.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "URL returned a 404; could not retrieve Metro's current 3-line plan pricing from the brand site.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/t-mobile/t-mobile-tmobile-essentials/3-lines/", "domain": "upphone.com", "brand": "T-Mobile", "brand_owned": false, "source_kind": "comparison", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Search snippet quoted T-Mobile Essentials for 3 lines at about $120/mo before taxes and fees, leaving no room under the $120 all-in ceiling.", "display_category": "external_source_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/verizon/verizon-unlimited-welcome-plans-review-cost-price/verizon-unlimited-welcome-plan-with-unlimited-data-for-3-lines-cost-review/", "domain": "upphone.com", "brand": "Verizon", "brand_owned": false, "source_kind": "comparison", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Search snippet quoted Verizon Unlimited Welcome for 3 lines at about $120/mo before taxes and fees, leaving no room under the ceiling.", "display_category": "external_source_or_reference" }, { "url": "https://www.upphone.com/cell-phone-plans/att/att-unlimited-starter/3-lines/", "domain": "upphone.com", "brand": "AT&T", "brand_owned": false, "source_kind": "comparison", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Search snippet quoted AT&T Unlimited Starter for 3 lines at about $137.97/mo, clearly over budget even before taxes and fees.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Texas prepaid wireless tax", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Used prior knowledge that Texas applies roughly 8.25% combined sales tax plus a small prepaid wireless 911 fee to prepaid plans, to estimate that Cricket's $105 quoted price lands under the $120 all-in ceiling.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Google Fi", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Recalled that Google Fi's Flexible plan pricing scales per-GB and typically runs higher than $40/line for 3 moderate-data lines with taxes, making it a weaker fit than Cricket; not investigated further given a clearer cheaper option was already confirmed.", "display_category": "model_memory" } ], "claims": [ { "text": "Cricket Select Unlimited costs $35/month per line with AutoPay and does not require a contract.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless has a live-representative phone support line at 1-800-CRICKET (274-2538), Mon-Sat 9am-9pm ET.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Mint Mobile's advertised monthly rate requires paying for a 3, 6, or 12-month term upfront; taxes and fees are extra.", "brand": "Mint Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Visible has no customer service phone number; support is limited to chat, a chatbot, and social media, with live agents reachable only via a callback request.", "brand": "Visible", "verified_on_brand_property": false, "decisive": true }, { "text": "Metro by T-Mobile offers a live-representative phone line at 888-8-METRO-8.", "brand": "Metro by T-Mobile", "verified_on_brand_property": true, "decisive": false }, { "text": "T-Mobile Essentials for 3 lines prices at approximately $120/month before taxes and fees.", "brand": "T-Mobile", "verified_on_brand_property": false, "decisive": true }, { "text": "Verizon Unlimited Welcome for 3 lines prices at approximately $120/month before taxes and fees.", "brand": "Verizon", "verified_on_brand_property": false, "decisive": true }, { "text": "AT&T Unlimited Starter for 3 lines prices at approximately $137.97/month.", "brand": "AT&T", "verified_on_brand_property": false, "decisive": true }, { "text": "Texas applies roughly 8.25% combined sales tax plus a small prepaid wireless 911 fee to prepaid cell plans.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r026", "task_label": "insurance", "started_at": "2026-09-13T16:00:00Z", "finished_at": "2026-09-13T16:25:00Z", "recommendation": "State Farm (primary), with Texas Farm Bureau Insurance or Germania Insurance as agent-based Texas-regional alternatives", "brands": [ { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - primary recommendation: large local-agent network, human claims handling, likely fits price ceiling", "readable_page_loaded": false }, { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - alternative recommendation: Texas-only agent-based carrier, human claims handling", "readable_page_loaded": false }, { "brand": "Germania Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - alternative recommendation: Texas-regional agent-based carrier, human claims handling", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership restricted to military/veteran families; household not described as eligible", "readable_page_loaded": false }, { "brand": "Lemonade", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Claims process is app/AI-first by default rather than routed to a human adjuster, conflicting with the household's stated preference", "readable_page_loaded": false }, { "brand": "Root", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App-first insurer with app-driven claims/service rather than an agent-based human model", "readable_page_loaded": false }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Primary claims channel is self-service app/online rather than a local human agent, a weaker fit than agent-based carriers for the stated preference", "readable_page_loaded": false }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Primary claims channel is self-service app/online, and it is known for heavier use of usage-based and credit-based pricing than agent-based alternatives", "readable_page_loaded": false } ], "sources": [ { "url": "https://en.wikipedia.org/wiki/Credit_score_in_the_United_States", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed that insurance-related credit scoring inquiries function as soft inquiries and do not affect the consumer's credit score, unlike a hard credit inquiry", "display_category": "external_source_or_reference" }, { "url": "https://www.texasfarmbureauinsurance.com/insurance/auto-insurance", "domain": "texasfarmbureauinsurance.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Fetch blocked by robots.txt/connection timeout; could not confirm agent/claims details directly on the brand site", "display_category": "brand_owned_page_or_reference" }, { "url": "https://texasfarmbureauinsurance.com/", "domain": "texasfarmbureauinsurance.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Fetch blocked by robots.txt/connection timeout; second attempt on root domain also failed", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumerfinance.gov/ask-cfpb/does-getting-a-car-insurance-quote-affect-my-credit-en-2028/", "domain": "consumerfinance.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, page did not exist at guessed URL, gave nothing usable", "display_category": "external_source_or_reference" }, { "url": "https://www.progressive.com/answers/does-credit-score-affect-insurance/", "domain": "progressive.com", "brand": "Progressive", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, page did not exist at guessed URL, gave nothing usable", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.iii.org/article/what-determines-price-my-auto-insurance-policy", "domain": "iii.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, page did not exist at guessed URL, gave nothing usable", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Texas permits credit-based insurance scoring as a rating factor (unlike states such as California, Hawaii, Massachusetts, Michigan which restrict or ban it), so no mainstream Texas carrier fully avoids credit-influenced pricing", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "USAA membership/eligibility is restricted to military servicemembers, veterans, and their immediate families, so it is not a general-public option", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Lemonade", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Lemonade's claims process is built around an in-app AI-driven flow as the default/primary channel rather than routing every claim to a human adjuster by default", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Root", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Root is an app-first insurer built around telematics-based scoring and app-driven claims/service rather than an agent-based human model", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "GEICO", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "GEICO markets self-service app/online claims filing as its primary claims channel; live phone adjusters exist but are not the default first touchpoint the way a local agent is", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Progressive", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Progressive similarly emphasizes app/online self-service claims and usage-based (Snapshot) and credit-based pricing more heavily than traditional agent carriers", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "State Farm", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "State Farm operates a large network of local exclusive agents and claims adjusters reachable by phone or in person, fitting the 'human handling it' preference", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Texas Farm Bureau Insurance is a Texas-only, membership-based carrier sold and serviced through local agents, known for personalized service", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Germania Insurance", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Germania Insurance is a Texas-regional carrier sold through local independent agents, generally competitively priced for low-risk Texas drivers", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General market knowledge that full-coverage premiums for two clean-record adults on one 2019 mid-size sedan at ~10,000 mi/year in Austin, TX are typically well under $150/month with mainstream agent-based carriers", "display_category": "model_memory" } ], "claims": [ { "text": "Getting an auto insurance quote uses a soft credit pull for an insurance score and does not register as a hard inquiry or affect the consumer's credit score", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Texas permits credit-based insurance scoring as a rating factor, unlike states such as California, Hawaii, and Massachusetts", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "USAA eligibility is restricted to military members, veterans, and their immediate families", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Lemonade and Root default to an app/AI-driven claims process rather than a human-adjuster-first model", "brand": "Lemonade", "verified_on_brand_property": false, "decisive": true }, { "text": "State Farm, Texas Farm Bureau Insurance, and Germania Insurance sell and service policies through local human agents, with claims handled by phone/in-person adjusters as the default path", "brand": "State Farm", "verified_on_brand_property": false, "decisive": true }, { "text": "Full-coverage premiums for two clean-record adults on one 2019 mid-size sedan at ~10,000 mi/year in Austin, TX are typically well under $150/month with mainstream agent-based carriers", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r027", "task_label": "banking", "started_at": "2026-09-13T22:48:00Z", "finished_at": "2026-09-13T22:55:00Z", "recommendation": "Charles Schwab Bank High Yield Investor Checking (Capital One 360 Checking as backup)", "brands": [ { "brand": "Charles Schwab", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - selected as top recommendation.", "readable_page_loaded": true }, { "brand": "Capital One", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - selected as backup recommendation.", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Monthly fee requires meeting a minimum balance or deposit threshold every month, unlike the fee-free alternatives.", "readable_page_loaded": true }, { "brand": "Discover", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Discover Bank has been merged into Capital One (accounts combined for FDIC purposes as of May 2025), so it is no longer a distinct standalone option.", "readable_page_loaded": false }, { "brand": "Ally", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Every attempt to load Ally's checking account page failed (404), so current terms could not be verified and it was dropped in favor of verifiable options.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.schwab.com/checking", "domain": "schwab.com", "brand": "Charles Schwab", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, unlimited worldwide ATM fee rebates, no overdraft fees, no foreign transaction fees, and top J.D. Power ranking.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, and 70,000+ fee-free ATM network with flexible overdraft options.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chase.com/personal/checking/total-checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed the $15 monthly fee and the four ways to waive it, plus overdraft assist threshold and branch/ATM counts.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.discover.com/online-banking/checking-account/", "domain": "discover.com", "brand": "Discover", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Nothing directly; the URL 302-redirected to a Capital One page instead of loading Discover's own checking page.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/?timerBanner=DISCOVER", "domain": "capitalone.com", "brand": "Discover", "brand_owned": false, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Discover Bank deposit accounts opened after May 18, 2025 are combined with Capital One accounts for FDIC insurance, showing Discover has been absorbed into Capital One.", "display_category": "external_source_or_reference" }, { "url": "https://www.discover.com/online-banking/cashback-debit/", "domain": "discover.com", "brand": "Discover", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Page returned a 404 error; no content obtained.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/spending-account/", "domain": "ally.com", "brand": "Ally", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Page returned a 404 error; no content obtained.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/online-checking-account/", "domain": "ally.com", "brand": "Ally", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Page returned a 404 error; no content obtained.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Ally", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General prior knowledge that Ally historically markets a no-fee, no-minimum online checking account, used only as background context since it could not be verified live.", "display_category": "model_memory" } ], "claims": [ { "text": "Schwab Bank checking has no monthly maintenance/activity fees, no minimum balance, unlimited worldwide ATM fee rebates, and no overdraft fees.", "brand": "Charles Schwab", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking has no monthly fees, no minimum balance, and access to over 70,000 fee-free ATMs.", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase Total Checking charges $15/month unless a qualifying deposit or balance threshold is met.", "brand": "Chase", "verified_on_brand_property": true, "decisive": true }, { "text": "Discover Bank deposit accounts opened on or after May 18, 2025 are combined with Capital One accounts for FDIC insurance purposes, indicating Discover has been absorbed into Capital One.", "brand": "Discover", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Bank typically offers a no-fee, no-minimum-balance online checking account.", "brand": "Ally", "verified_on_brand_property": false, "decisive": false } ] }, { "run_id": "r032", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:35:00Z", "recommendation": "Capital One 360 Checking (Ally Bank as a close online-only alternative)", "brands": [ { "brand": "Capital One 360", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Selected as top recommendation", "readable_page_loaded": true }, { "brand": "Ally", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Comparable fees and rate to Capital One 360 but online-only with no branch/retail cash-deposit network, making it a close runner-up rather than the primary pick", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "$15 monthly fee only waived conditionally (recurring direct deposit or balance thresholds), less simple than accounts with an unconditional $0 fee", "readable_page_loaded": true }, { "brand": "SoFi", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Solid no-fee option per comparison data, but its headline benefits (higher APY, bonus) are tied to direct-deposit tiers; not chosen over a bank with equal fee terms plus stronger physical/cash-deposit access", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Chime is a fintech operating through partner banks rather than a chartered bank itself, and offers a narrower feature set (e.g. limited check-writing/wires), less suited as a full-service primary household account", "readable_page_loaded": false }, { "brand": "nbkc Bank", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Attractive APY and capped ATM reimbursement, but a much smaller, less nationally recognized bank with a thinner branch/support footprint", "readable_page_loaded": false } ], "sources": [ { "url": null, "domain": "web_search", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": true, "what_it_gave_me": "Seeded the initial candidate list of checking accounts to evaluate (SoFi, Capital One 360, Chime, nbkc, Ally, others)", "display_category": "external_source_or_reference" }, { "url": null, "domain": "web_search", "brand": "Ally", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Pointed to Ally's own product page and third-party reviews to fetch next", "display_category": "external_source_or_reference" }, { "url": "https://www.nerdwallet.com/banking/best/online-checking-accounts", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Side-by-side fees, ATM networks, and minimum deposit data for SoFi, Capital One 360, Chime, and nbkc, forming the core shortlist", "display_category": "external_source_or_reference" }, { "url": "https://www.ally.com/bank/interest-checking-account/", "domain": "ally.com", "brand": "Ally", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed $0 monthly fee, no minimum balance, $10/statement-cycle ATM reimbursement, and tiered APY directly from the brand", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "web_search", "brand": "Chase", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Pointed to Chase's own site for fee-waiver terms", "display_category": "external_source_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One 360", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, no overdraft fees, and 70,000+ fee-free ATM network directly from the brand", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chase.com/personal/checking/chase-total-checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404, no usable content; had to retry via a different URL", "display_category": "brand_owned_page_or_reference" }, { "url": "https://personal.chase.com/personal/checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed the $15 monthly fee and its conditional waiver requirements ($500+ direct deposit, $1,500 daily balance, or $5,000 average balance), which is why Chase was deprioritized vs. unconditional no-fee accounts", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "web_search", "brand": "Capital One 360", "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Background reputation check (review/complaint aggregator listings); surfaced no major red flags, did not change the ranking", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that FDIC-insured US banks (including Capital One, Ally, and Chase) insure deposits up to $250,000 per depositor; used as background context, not a differentiator between the candidates", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fee, no minimum balance to open/keep/use the account, and no overdraft fees", "brand": "Capital One 360", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking provides access to 70,000+ fee-free Capital One, MoneyPass, and Allpoint ATMs, including at Target/Walgreens/CVS", "brand": "Capital One 360", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Bank's checking account has $0 monthly fee, no minimum balance, and reimburses up to $10/statement cycle in other banks' ATM fees", "brand": "Ally", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Bank is an online-only bank with no physical branches", "brand": "Ally", "verified_on_brand_property": false, "decisive": true }, { "text": "Chase Total Checking charges a $15 monthly service fee unless waived by $500+ in qualifying electronic direct deposits, a $1,500 daily balance, or a $5,000 average balance", "brand": "Chase", "verified_on_brand_property": true, "decisive": true }, { "text": "SoFi Checking and Savings and nbkc Everything Account offer competitive APY on checking balances (0.50% and 1.75% respectively per comparison data)", "brand": "SoFi", "verified_on_brand_property": false, "decisive": false }, { "text": "Chime operates through partner banks rather than being a chartered bank itself", "brand": "Chime", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r033", "task_label": "energy", "started_at": "2026-09-13T14:00:00Z", "finished_at": "2026-09-13T14:35:00Z", "recommendation": "Payless Power (prepaid, flat fixed-rate plan)", "brands": [ { "brand": "Payless Power", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended; not eliminated. Prepaid plan matches no-credit-check/no-deposit, flat fixed rate, no autopay requirement, and live phone support, though a fully-confirmed $0 ETF on the specific plan remains unverified.", "readable_page_loaded": true }, { "brand": "Amigo Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Own marketing implies its standard 12+ month plans carry an early termination fee (offers to reimburse up to $150 of one).", "readable_page_loaded": true }, { "brand": "Discount Power", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Only offers a one-time 90-day no-ETF plan-switch promo, implying its standard plans carry an ETF.", "readable_page_loaded": true }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Public pages gave no usable information on credit check, ETF, or autopay terms; could not confirm fit within available research budget.", "readable_page_loaded": true }, { "brand": "Chariot Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Public pages gave no usable information on credit check, ETF, or autopay terms; could not confirm fit within available research budget.", "readable_page_loaded": true }, { "brand": "Value Power", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Domain is parked/for sale; brand no longer appears to be an operating electricity provider.", "readable_page_loaded": false }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Known (from general knowledge, not independently verified this session) to require credit-based deposits and to charge an early termination fee on fixed-rate plans.", "readable_page_loaded": false }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Known (from general knowledge, not independently verified this session) to require credit-based deposits and to charge an early termination fee on fixed-rate plans.", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Known (from general knowledge, not independently verified this session) to require credit-based deposits and to charge an early termination fee on fixed-rate plans.", "readable_page_loaded": false }, { "brand": "Constellation", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "A comparison site showed its plan advertising a $150 early termination fee.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.powertochoose.org/en-us/", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "402 error on fetch; could not use the state's official plan comparison tool at all.", "display_category": "external_source_or_reference" }, { "url": "https://www.paylesspower.com/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed prepaid plans have no credit check/no deposit, postpaid may require deposit, and phone support hours (Mon-Sat 9-5).", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.amigoenergy.com/", "domain": "amigoenergy.com", "brand": "Amigo Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Revealed an ETF-reimbursement promo for 12+ month terms, implying its standard plans carry an early termination fee.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.paylesspower.com/electricity-plans/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, no content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.discountpowertx.com/", "domain": "discountpowertx.com", "brand": "Discount Power", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Found only a one-time 90-day no-ETF plan-switch promo, implying normal plans do carry an ETF.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.frontierutilities.com/", "domain": "frontierutilities.com", "brand": "Frontier Utilities", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but had no usable info on credit checks, ETF, or autopay requirements.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.paylesspower.com/faq/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, no content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chariotenergy.com/", "domain": "chariotenergy.com", "brand": "Chariot Energy", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but had no usable info on credit checks, ETF, or autopay requirements beyond a support phone number.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.paylesspower.com/rates/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, no content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.paylesspower.com/no-deposit-electricity/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed $40 connection balance instead of a deposit, fixed rate per kWh for contract length up to 12 months, and cancellation fees described only as 'minimal' rather than zero; autopay mentioned as optional, not required for the rate.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.texaselectricityratings.com/no-deposit-no-credit-check-electricity-texas", "domain": "texaselectricityratings.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed a Constellation plan advertising a $150 early termination fee and listed Reliant, TXU, Gexa as major providers, supporting elimination of standard postpaid fixed plans on ETF grounds.", "display_category": "external_source_or_reference" }, { "url": "https://www.electricchoice.com/no-deposit-electricity-texas/", "domain": "electricchoice.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "404 error, no content obtained.", "display_category": "external_source_or_reference" }, { "url": "https://www.valuepower.com/", "domain": "valuepower.com", "brand": "Value Power", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": true, "what_it_gave_me": "Site redirects to a GoDaddy 'domain for sale' page, confirming the brand is no longer an active electricity provider.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.paylesspower.com/terms-of-service/", "domain": "paylesspower.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, no content; could not fully confirm a $0 ETF from the formal terms document.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Reliant Energy, TXU Energy, and Gexa Energy fixed-rate residential plans typically involve a credit check or deposit and carry an early termination fee, and that the City of Austin's electric utility is the municipally-owned Austin Energy, which sits outside ERCOT's deregulated retail-choice market.", "display_category": "model_memory" } ], "claims": [ { "text": "Payless Power's prepaid electricity plans require no credit check and no deposit.", "brand": "Payless Power", "verified_on_brand_property": true, "decisive": true }, { "text": "Payless Power uses a $40 connection balance instead of a traditional security deposit.", "brand": "Payless Power", "verified_on_brand_property": true, "decisive": false }, { "text": "Payless Power offers fixed-rate contracts up to 12 months with cancellation fees described as 'minimal compared to most power companies' rather than confirmed as zero.", "brand": "Payless Power", "verified_on_brand_property": true, "decisive": true }, { "text": "Payless Power provides live phone customer support Monday-Saturday, 9am-5pm.", "brand": "Payless Power", "verified_on_brand_property": true, "decisive": true }, { "text": "Amigo Energy reimburses up to $150 of an early termination fee when a customer switches in on a 12+ month term, implying its own plans carry an ETF.", "brand": "Amigo Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "Discount Power allows a one-time switch to another of its plans within 90 days with no ETF, implying its standard plans normally carry an ETF.", "brand": "Discount Power", "verified_on_brand_property": true, "decisive": true }, { "text": "A Constellation Texas residential plan advertised on a comparison site carries a $150 early termination fee.", "brand": "Constellation", "verified_on_brand_property": false, "decisive": true }, { "text": "Reliant Energy, TXU Energy, and Gexa Energy fixed-rate residential plans typically require a credit check or deposit and charge an early termination fee.", "brand": "Reliant Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "The City of Austin's electric utility, Austin Energy, is a municipally-owned utility outside ERCOT's deregulated retail-choice market, so retail plan choice applies only to nearby deregulated areas, not the city proper.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "valuepower.com now redirects to a GoDaddy domain-for-sale page, indicating the brand is no longer an active electricity provider.", "brand": "Value Power", "verified_on_brand_property": true, "decisive": true } ] }, { "run_id": "r034", "task_label": "banking", "started_at": "2026-09-14T10:00:00Z", "finished_at": "2026-09-14T10:25:00Z", "recommendation": "Ally Bank Spending Account (online checking) as primary; Frost Bank Personal Account as a branch-based alternate", "brands": [ { "brand": "Ally Bank", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended primary pick: verified $0 monthly fee, $0 minimum balance, free bill pay, and strong nationwide ATM access/reimbursement", "readable_page_loaded": true }, { "brand": "Frost Bank", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended alternate for a household preferring Texas branches and 24/7 human phone support, despite carrying a small waivable monthly fee", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Well-known (model_memory) to charge a monthly service fee on standard checking unless a minimum balance or qualifying direct deposit threshold is met, less simple than a genuinely fee-free option", "readable_page_loaded": false }, { "brand": "Bank of America", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Well-known (model_memory) to charge a monthly maintenance fee on standard checking unless waiver conditions are met", "readable_page_loaded": false }, { "brand": "Wells Fargo", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Well-known (model_memory) to charge a monthly service fee on standard checking unless waiver conditions are met", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.ally.com/bank/interest-checking-account/", "domain": "ally.com", "brand": "Ally Bank", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly maintenance fee, no minimum balance, no overdraft fee, free standard bill pay, early direct deposit, and 75,000+ no-fee ATMs plus up to $10/cycle reimbursement for out-of-network ATM fees", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com", "domain": "ally.com", "brand": "Ally Bank", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Ally markets itself around eliminating overdraft fees and hidden fees generally, corroborating the detailed fee page", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.frostbank.com/personal/banking/personal-checking-options", "domain": "frostbank.com", "brand": "Frost Bank", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Frost's three checking tiers ($8/$15/$30 monthly fees, all waivable), direct deposit up to 2 days early, bill pay support, and 24/7 real-human phone support", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.frostbank.com", "domain": "frostbank.com", "brand": "Frost Bank", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Frost is a Texas-only bank with branches across the state, supporting it as the branch-based alternate for this household", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that large national banks (Chase, Bank of America, Wells Fargo) typically charge a monthly checking fee unless a minimum balance or minimum monthly direct deposit condition is met, making them less simple defaults than a genuinely fee-free account", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that Ally Bank and Frost Bank are both FDIC-insured, standard for U.S. retail banks", "display_category": "model_memory" }, { "url": "https://www.frostbank.com/personal/banking/checking", "domain": "frostbank.com", "brand": "Frost Bank", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "First attempt at Frost's checking page; returned a 404 error before the correct URL was found", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/spending-account/", "domain": "ally.com", "brand": "Ally Bank", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "First attempt at Ally's checking product page; returned a 404 error before the correct URL was found", "display_category": "brand_owned_page_or_reference" } ], "claims": [ { "text": "Ally Bank's Spending/checking account has no monthly maintenance fee, no minimum balance, and no overdraft fee.", "brand": "Ally Bank", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Bank offers access to 75,000+ no-fee ATMs and reimburses up to $10 per statement cycle for out-of-network ATM fees.", "brand": "Ally Bank", "verified_on_brand_property": true, "decisive": true }, { "text": "Frost Bank's checking accounts carry monthly fees of $8, $15, or $30 depending on tier, all of which are waivable, and include 24/7 human phone support.", "brand": "Frost Bank", "verified_on_brand_property": true, "decisive": true }, { "text": "Frost Bank operates only in Texas with branches across the state.", "brand": "Frost Bank", "verified_on_brand_property": true, "decisive": false }, { "text": "Chase, Bank of America, and Wells Fargo standard checking accounts typically charge a monthly fee unless a minimum balance or direct deposit threshold is met.", "brand": "Chase", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r035", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:20:00Z", "recommendation": "Capital One 360 Checking (primary pick); Ally Interest Checking as a close alternative", "brands": [ { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Selected as top recommendation.", "readable_page_loaded": true }, { "brand": "Ally Interest Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Kept as a strong alternative; only drawback is no physical branches.", "readable_page_loaded": true }, { "brand": "Chase Total Checking", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Monthly fee is only waived by meeting recurring deposit/balance conditions, creating risk the fee reappears, which conflicts with wanting price to stay where it starts.", "readable_page_loaded": true }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Not a chartered bank and historically lacks some full-checking features (paper checks, full wire support) useful for a household's 'bills go out' account, despite having no fees and real phone support.", "readable_page_loaded": true } ], "sources": [ { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One 360 Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, no autopay/paperless requirement, and real-person phone support.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.forbes.com/advisor/banking/checking/capital-one-360-checking-review/", "domain": "forbes.com", "brand": "Capital One 360 Checking", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed phone support hours (7 days, 8am-11pm ET), branch count, and minor incidental fees (checks, wires) that don't affect core pricing.", "display_category": "external_source_or_reference" }, { "url": "https://www.chase.com/personal/checking/total-checking", "domain": "chase.com", "brand": "Chase Total Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed the $15 monthly fee is only waived by meeting one of several ongoing deposit/balance conditions each period, i.e. price is conditional rather than flat.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/interest-checking-account/", "domain": "ally.com", "brand": "Ally Interest Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, and 24/7 real-person phone support number.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chime.com/blog/how-to-contact-chime-customer-service/", "domain": "chime.com", "brand": "Chime", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Chime does offer 24/7 live-person phone/chat support, ruling out 'support' as the elimination reason and pointing to product coverage/charter status instead.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that U.S. checking account applications are typically screened via ChexSystems/Early Warning Services (a soft check of banking history), not a hard credit-bureau pull, so pricing/eligibility is not credit-score driven for these products.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Chime", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that Chime is a fintech operating through partner banks rather than a chartered bank itself, and historically has not offered paper checks or full wire transfer support, which weighed against it for a full-service 'bills come out' primary account.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly maintenance fee and no minimum balance to open or keep the account.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One offers real-person phone support and has physical branches in addition to digital banking.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase Total Checking charges a $15 monthly fee unless the customer meets one of several recurring deposit or balance conditions each statement period.", "brand": "Chase Total Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Interest/Spending Checking has no monthly fee, no minimum balance, and 24/7 phone support.", "brand": "Ally Interest Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Chime provides 24/7 live phone and chat support, not just automated/app-only help.", "brand": "Chime", "verified_on_brand_property": true, "decisive": true }, { "text": "Standard U.S. checking account applications generally rely on ChexSystems-style banking-history screening rather than a hard credit-bureau inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r036", "task_label": "travel", "started_at": "2026-09-13T14:05:00Z", "finished_at": "2026-09-13T14:32:00Z", "recommendation": "Southwest Airlines (Choice fare or higher) to Cancun, paired with a Booking.com or Expedia 'Free Cancellation' hotel/all-inclusive resort in Cancun/Riviera Maya", "brands": [ { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated; recommended, provided a Choice-tier (or higher) fare is booked instead of Basic", "readable_page_loaded": true }, { "brand": "American Airlines", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Cheapest advertised AUS-CUN fares are Basic Economy, which is non-refundable and not free to cancel; a refundable fare on this carrier costs much more and would break the $2,500 budget", "readable_page_loaded": false }, { "brand": "Delta Air Lines", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Same non-refundable Basic Economy issue as American on this route; not separately verified on delta.com", "readable_page_loaded": false }, { "brand": "Expedia", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated; used as a viable flight/hotel comparison and booking source alongside Booking.com", "readable_page_loaded": true }, { "brand": "Booking.com", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated; recommended for booking a free-cancellation hotel rate without any paid membership", "readable_page_loaded": true }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Requires an active paid Costco membership to access its travel pricing, which the household explicitly ruled out", "readable_page_loaded": false }, { "brand": "Hotwire", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Its discounted 'Hot Rate' hotel deals are prepaid and non-refundable by design, failing the free-cancellation requirement", "readable_page_loaded": false }, { "brand": "Sandals Resorts", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "No reliable nonstop Austin service to Jamaica; a connection likely pushes flight time past 4 hours, and its all-inclusive luxury pricing likely exceeds the $2,500 total budget", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.southwest.com/faq/refunds", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed even the cheapest Southwest fare can be cancelled for a full travel-fund credit with no cancellation fee", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/flight/search-flight.html?originationAirportCode=AUS&destinationAirportCode=CUN&departureDate=2026-10-24&returnDate=2026-10-31", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Southwest serves both Austin and Cancun and lists its 2025 fare tiers (Basic, Choice, Choice Preferred, Choice Extra)", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/help/refunds-and-travel-funds/refund-options", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404, no content obtained", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.southwest.com/air/booking/select.html?originationAirportCode=AUS&destinationAirportCode=CUN", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but contained only booking-widget scaffolding, no route or fare detail", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.booking.com/cancellation-policy.html", "domain": "booking.com", "brand": "Booking.com", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Blocked by robots.txt, no content retrieved", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.booking.com/", "domain": "booking.com", "brand": "Booking.com", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Homepage mentions a free 'Genius' loyalty program; no explicit paid-membership requirement found", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.booking.com/searchresults.html?ss=Cancun&nflt=cancelinfo_1", "domain": "booking.com", "brand": "Booking.com", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Blocked by robots.txt, no hotel listings retrieved", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.google.com/search?q=austin+to+cancun+flight+time+nonstop", "domain": "google.com", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "blocked", "decisive": false, "what_it_gave_me": "Blocked by robots.txt, no results retrieved", "display_category": "external_source_or_reference" }, { "url": "https://www.expedia.com/lp/flights/aus/cun/austin-to-cancun", "domain": "expedia.com", "brand": "Expedia", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Nonstop AUS-CUN flight time about 2h30m on American and Delta, round-trip fares advertised from $341", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.aa.com/homePage.do", "domain": "aa.com", "brand": "American Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Homepage loaded but had no refund/cancellation or membership-cost detail, only credit card promo content", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Southwest Airlines", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for treating Southwest's new 'Basic' fare tier as more restrictive/non-refundable-like than 'Choice' and above, under its 2025 fare overhaul", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "American Airlines", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for assuming American's/Delta's cheapest advertised fares on routes like AUS-CUN are Basic Economy, which is non-refundable and disallows free cancellation", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Costco Travel", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for knowing Costco Travel requires an active paid Costco membership to book its packages", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Hotwire", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for knowing Hotwire's discounted 'Hot Rate' hotel deals are prepaid and non-refundable by design", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Sandals Resorts", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for assuming Jamaica/Punta Cana lack reliable nonstop Austin service, pushing total flight time past 4 hours, and that all-inclusive luxury pricing there likely exceeds the budget", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Basis for expecting Cancun/Riviera Maya to have warm, dry-season weather in late October", "display_category": "model_memory" } ], "claims": [ { "text": "Even Southwest's cheapest fare can be cancelled for a full travel-fund credit with no cancellation fee", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest serves both Austin (AUS) and Cancun (CUN) and offers fare tiers named Basic, Choice, Choice Preferred and Choice Extra", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "Southwest's 'Basic' fare tier under its 2025 fare restructuring is more restrictive/less refundable than 'Choice' and above", "brand": "Southwest Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "American and Delta's cheapest advertised fares on the Austin-Cancun route are Basic Economy and are non-refundable", "brand": "American Airlines", "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel requires an active paid Costco membership to book its travel deals", "brand": "Costco Travel", "verified_on_brand_property": false, "decisive": true }, { "text": "Hotwire's Hot Rate hotel deals are prepaid at booking and non-refundable", "brand": "Hotwire", "verified_on_brand_property": false, "decisive": true }, { "text": "Nonstop flight time from Austin to Cancun is about 2.5 hours, with round-trip fares advertised from around $341", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Booking.com's free-cancellation hotel rates and its 'Genius' loyalty perks do not require a paid membership", "brand": "Booking.com", "verified_on_brand_property": true, "decisive": true } ] }, { "run_id": "r037", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:20:00Z", "recommendation": "Capital One 360 Checking", "brands": [ { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Selected as the recommendation: $0 fee, $0 minimum, no autopay/paperless/credit-history dependency, real phone support plus branches, freely closable.", "readable_page_loaded": true }, { "brand": "SoFi Checking & Savings", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only fintech; while it lists phone support, its overdraft/perk benefits are gated behind a $1,000/mo direct deposit and it lacks the branch/in-person fallback the household would prefer for a primary account.", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "App-first neobank with a widely reported reputation for automated or hard-to-reach live support and account-freeze complaints, conflicting with the requirement to reliably reach a real person.", "readable_page_loaded": true }, { "brand": "nbkc Bank Everything Account", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only bank with no branch network; kept as a viable backup but not chosen since Capital One offers equivalent fee terms plus in-person support.", "readable_page_loaded": false }, { "brand": "American Express Rewards Checking", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Best terms/eligibility have historically required also holding an Amex consumer credit card, an unrelated paid-product dependency.", "readable_page_loaded": false }, { "brand": "Fifth Third Momentum Checking", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Fee waiver and bonus terms vary by direct-deposit tier and the branch footprint is regional, making it less broadly applicable than Capital One.", "readable_page_loaded": false }, { "brand": "Axos Bank Checking", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only, no branches; viable on fees but offers no in-person fallback, so not preferred over Capital One.", "readable_page_loaded": false }, { "brand": "Bask Bank Interest Checking", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only support model with limited information on live-agent phone access; not investigated deeply once a stronger candidate was confirmed.", "readable_page_loaded": false }, { "brand": "Alliant Credit Union High-Rate Checking", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "The high-rate/dividend tier requires eStatements (paperless) and electronic deposits, conflicting with the household's no-paperless-dependency rule.", "readable_page_loaded": true }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Membership restricted to military-affiliated households; eligibility not established for this household.", "readable_page_loaded": false }, { "brand": "Discover Cashback Debit", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Recalled as a plausible $0-fee, no-minimum, 24/7 phone-support alternative but not fully verified; noted as a reasonable backup rather than eliminated on a specific flaw.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One 360 Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed $0 monthly fee, $0 minimum balance, no autopay/paperless/direct-deposit strings, and real phone support plus branch/cafe access.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.nerdwallet.com/banking/best/free-checking-accounts", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Comparative table of fee, minimum balance, direct-deposit and support-channel details across 11 no-fee checking accounts, used to build and screen the candidate set.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "search_snippet", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Search result list for general free-checking roundups (Chime, CNBC, FinanceBuzz, Wealthvieu, Banks Out, SwitchWize, NerdWallet business); used only to identify which sites to check further, not relied on for facts.", "display_category": "external_source_or_reference" }, { "url": "https://www.chime.com/blog/how-to-contact-chime-customer-service/", "domain": "chime.com", "brand": "Chime", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": false, "what_it_gave_me": "Confirmed Chime does publish a support phone number, but this is Chime's own promotional page rather than independent evidence of live-agent reliability.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://gethuman.com/phone-number/Chime", "domain": "gethuman.com", "brand": "Chime", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Independent listing/commentary reinforcing Chime's reputation for automated/limited live-agent support, contributing to eliminating it despite having a listed phone number, given the household's emphasis on reliably reaching a person.", "display_category": "external_source_or_reference" }, { "url": "https://www.doctorofcredit.com/bank-accounts/is-opening-a-bank-account-a-soft-or-hard-pull/", "domain": "doctorofcredit.com", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed general industry fact that checking account applications use ChexSystems (a soft, non-credit-score inquiry) rather than a hard credit pull, supporting that standard checking accounts broadly satisfy the no-hard-inquiry requirement.", "display_category": "external_source_or_reference" }, { "url": "https://www.alliantcreditunion.org/help/what-are-the-requirements-for-the-high-rate-checking-option", "domain": "alliantcreditunion.org", "brand": "Alliant Credit Union", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Alliant's High-Rate Checking perk tier requires eStatements/electronic deposits, i.e. paperless enrollment, conflicting with the household's no-paperless-dependency rule.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "American Express Rewards Checking", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that Amex Rewards Checking eligibility/best rate has historically been tied to also holding an eligible Amex credit card, an unrelated-product eligibility barrier, used to eliminate it without a separate fetch.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "USAA", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that USAA membership is restricted to military members/veterans and their families, used to eliminate it on eligibility grounds since the household's status is unstated.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fee and no minimum balance to open, keep, or use the account, with no autopay/paperless/direct-deposit conditions attached.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One offers real phone support ('a real person is just a phone call away') plus physical branches and cafes.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Standard checking account applications use a ChexSystems soft inquiry rather than a hard credit-bureau pull.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Chime has a reputation for automated/limited live-agent support despite listing a phone number.", "brand": "Chime", "verified_on_brand_property": false, "decisive": true }, { "text": "Alliant Credit Union's High-Rate Checking tier requires eStatements and electronic deposits to qualify for the higher dividend rate.", "brand": "Alliant Credit Union", "verified_on_brand_property": true, "decisive": true }, { "text": "American Express Rewards Checking's best terms/eligibility have required also holding an eligible Amex consumer credit card.", "brand": "American Express Rewards Checking", "verified_on_brand_property": false, "decisive": true }, { "text": "USAA membership is restricted to military members, veterans, and their families.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r038", "task_label": "insurance", "started_at": "2026-09-13T21:50:00Z", "finished_at": "2026-09-13T22:05:17Z", "recommendation": "Texas Farm Bureau Insurance", "brands": [ { "brand": "Lemonade", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Does not use credit scoring and is sold in Texas, but claims are handled through the app rather than a human adjuster as the normal path.", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Marketed as moving away from credit scoring but built around app-based quoting and claims, not human/agent service.", "readable_page_loaded": false }, { "brand": "Dillo Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Texas-only insurtech avoiding credit scoring, but built as a fast online-only quote-to-coverage flow with no indication of local-agent claims handling; also positioned toward higher-risk drivers.", "readable_page_loaded": false }, { "brand": "CURE Auto Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Does not use credit scoring but is only sold in New Jersey, Pennsylvania, and Michigan, not Texas.", "readable_page_loaded": false }, { "brand": "American Access Casualty Company", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "On Texas regulator's no-credit-scoring list, but is a nonstandard/high-risk carrier not well-matched to a clean-record household seeking full coverage and strong service.", "readable_page_loaded": false }, { "brand": "Texas Automobile Insurance Plan Association", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Texas's assigned-risk plan of last resort for drivers who cannot get coverage in the standard market; not applicable to two clean-record drivers.", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Would likely fit on price and service, but membership is restricted to military members, veterans, and their immediate family, which was not stated as applicable here.", "readable_page_loaded": false }, { "brand": "State Farm", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Strong local-agent claims model, but uses credit-based insurance scoring and Austin full-coverage averages (~$200/mo) run close to or above the $150 ceiling.", "readable_page_loaded": false }, { "brand": "Amica", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Excellent human-adjuster claims reputation, but explicitly confirmed to use credit score as a rating factor, which conflicts with the stated preference.", "readable_page_loaded": false }, { "brand": "Auto-Owners Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Independent-agent carrier that may be sold in Texas, but pricing and credit-scoring policy were not fully researched once Texas Farm Bureau emerged as the stronger, better-evidenced fit.", "readable_page_loaded": false }, { "brand": "Texas Farm Bureau Insurance", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: recommended choice.", "readable_page_loaded": false } ], "sources": [ { "url": "https://tdi.texas.gov/credit/documents/creditautohomenotuse.pdf", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "readable", "decisive": true, "what_it_gave_me": "Texas regulator's own list of the only two auto insurers on file that do not use credit information, both unsuitable for this household.", "display_category": "external_source_or_reference" }, { "url": "https://www.moneygeek.com/insurance/auto/which-insurance-companies-dont-check-credit-score/", "domain": "moneygeek.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Named the mainstream carriers that avoid credit scoring (Lemonade, Root, Dillo, CURE) and confirmed which are app-based and which are available in Texas.", "display_category": "external_source_or_reference" }, { "url": "https://www.thezebra.com/ask/car-insurance-hard-soft-credit-check/", "domain": "thezebra.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed insurance credit checks are soft pulls, not hard inquiries, industry-wide, defusing the 'hard inquiry' half of the household's concern for any insurer.", "display_category": "external_source_or_reference" }, { "url": "https://www.insure.com/car-insurance/average-car-insurance-cost-in-austin-tx/", "domain": "insure.com", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Austin-specific full-coverage pricing: average ~$257/mo, USAA ~$173/mo (military-only), State Farm ~$200/mo, Farmers most expensive.", "display_category": "external_source_or_reference" }, { "url": "https://www.policygenius.com/auto-insurance/reviews/texas-farm-bureau/", "domain": "policygenius.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "TFB average premium (~$87/mo), membership requirement, #1 J.D. Power Texas ranking for 11 years, A AM Best rating, fewer-than-average NAIC complaints.", "display_category": "external_source_or_reference" }, { "url": "https://www.moneygeek.com/insurance/auto/reviews/amica/", "domain": "moneygeek.com", "brand": "Amica", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Amica explicitly uses credit score as a rating factor, which eliminated it despite its strong human-adjuster claims reputation.", "display_category": "external_source_or_reference" }, { "url": "https://www.txfb-ins.com/claims", "domain": "txfb-ins.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page is JS-rendered; fetch returned only meta tags/a JS-required notice, no usable claims-process detail from TFB's own site.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.thezebra.com/insurance-companies/texas-farm-bureau-insurance-reviews-coverage-options-and-ratings/", "domain": "thezebra.com", "brand": "Texas Farm Bureau Insurance", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Independent corroboration of TFB pricing (~$137/mo avg), above-average J.D. Power satisfaction, below-average complaints, B++ AM Best rating.", "display_category": "external_source_or_reference" }, { "url": "https://www.valuepenguin.com/auto-insurance/texas/high-risk-plan", "domain": "valuepenguin.com", "brand": "Texas Automobile Insurance Plan Association", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Search result title corroborated that TAIPA is Texas's high-risk/assigned-risk auto insurance plan, not a standard-market option; page itself was not fetched.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "American Access Casualty", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled from general knowledge that American Access Casualty is a nonstandard/high-risk auto insurer, not competitive or well-suited for a clean-record, full-coverage shopper; not independently verified by reading a source page.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled from general knowledge that only California, Hawaii, and Massachusetts prohibit credit-based insurance scoring; Texas permits it, which explains why almost no mainstream Texas carrier avoids credit scoring.", "display_category": "model_memory" } ], "claims": [ { "text": "Auto insurance credit checks are soft pulls, not hard inquiries, and do not affect a person's credit score.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Texas Farm Bureau Insurance has ranked #1 in J.D. Power's Texas auto insurance customer/claims satisfaction study for 11 consecutive years and averages roughly $87-137/month for a policy.", "brand": "Texas Farm Bureau Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Amica uses credit score as a rating variable when pricing auto insurance policies.", "brand": "Amica", "verified_on_brand_property": false, "decisive": true }, { "text": "Lemonade and Root process auto claims primarily through their mobile apps rather than a human-first process.", "brand": "Lemonade", "verified_on_brand_property": false, "decisive": true }, { "text": "The Texas Automobile Insurance Plan Association (TAIPA) is Texas's assigned-risk plan for drivers who cannot obtain coverage in the standard market.", "brand": "Texas Automobile Insurance Plan Association", "verified_on_brand_property": false, "decisive": true }, { "text": "American Access Casualty Company is a nonstandard/high-risk auto insurer.", "brand": "American Access Casualty", "verified_on_brand_property": false, "decisive": true }, { "text": "USAA membership eligibility is restricted to military members, veterans, and their immediate family.", "brand": "USAA", "verified_on_brand_property": false, "decisive": true }, { "text": "Only California, Hawaii, and Massachusetts prohibit credit-based insurance scoring; Texas permits it.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r039", "task_label": "telecom", "started_at": "2026-09-14T09:00:00Z", "finished_at": "2026-09-14T09:30:00Z", "recommendation": "Cricket Wireless - Select Unlimited, 3 lines (AT&T network); Metro by T-Mobile as an unverified secondary alternate to compare in person", "brands": [ { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended primary pick: verified $105/mo for 3 lines including taxes/fees, month-to-month, live-person phone support number, on AT&T's network", "readable_page_loaded": true }, { "brand": "Metro by T-Mobile", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Logged as a secondary alternate on general market knowledge only; its own site could not be loaded this session to verify pricing or support channels", "readable_page_loaded": false }, { "brand": "AT&T (postpaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Postpaid unlimited plans for 3 lines are well-known to exceed $120/month once taxes and fees are included, though a live-agent phone line is not in question for AT&T itself", "readable_page_loaded": false }, { "brand": "Verizon (postpaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Postpaid unlimited plans for 3 lines are well-known to exceed $120/month once taxes and fees are included", "readable_page_loaded": false }, { "brand": "T-Mobile (postpaid)", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Postpaid unlimited plans for 3 lines are well-known to exceed $120/month once taxes and fees are included", "readable_page_loaded": false }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Well-known as an app/chat-first support model with no traditional customer-service phone line, directly conflicting with the requirement to reach a live person by phone", "readable_page_loaded": false }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Primarily online/chat-based support with limited phone support, a poor fit for the stated bad experience with chat-only support", "readable_page_loaded": false }, { "brand": "Google Fi", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support is primarily app/chat-based, conflicting with the requirement for reliable live-person phone support", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cricketwireless.com/cell-phone-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed 3-line pricing across tiers ($105/mo Select Unlimited, $135/mo Smart Unlimited, $165/mo Supreme Unlimited with AutoPay), that taxes/government fees are included in the advertised price, that it is no-contract, and that a live-person phone support number is listed alongside chat", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that AT&T, Verizon, and T-Mobile postpaid unlimited plans for 3 lines typically total noticeably more than $120/month once taxes and regulatory recovery fees are added on top of the advertised per-line rate", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that Metro by T-Mobile is a similarly-positioned no-contract prepaid carrier (on T-Mobile's network) with retail stores and a customer-service phone line, offered as an unverified secondary comparison since its own plan pages could not be loaded this session", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General knowledge that AT&T, Verizon, and T-Mobile all have solid network coverage in the Austin, Texas metro area, supporting Cricket (on AT&T's network) as coverage-viable without a dedicated coverage-map lookup", "display_category": "model_memory" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to verify Metro's 3-line pricing and support channels directly; page returned a 404 error", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but returned only navigation/footer content with no pricing or support details", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/shop/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Third attempt to reach Metro's plan page; returned a 400 error", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/support/contact-us", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to get more detail on Cricket's live-phone-support hours; page returned a 404 error (the phone number itself was already confirmed from the plans page)", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.whistleout.com/CellPhones/Guides/cricket-wireless-customer-service", "domain": "whistleout.com", "brand": "Cricket Wireless", "brand_owned": false, "source_kind": "review", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted a third-party review of Cricket's customer service quality; page returned a 404 error", "display_category": "external_source_or_reference" } ], "claims": [ { "text": "Cricket Wireless's Select Unlimited plan for 3 lines costs $105/month with AutoPay, with taxes and government fees included in that price.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless is month-to-month with no contract required.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless provides a customer-service phone number (800-274-2538) in addition to chat support.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless operates on AT&T's network.", "brand": "Cricket Wireless", "verified_on_brand_property": false, "decisive": true }, { "text": "AT&T, Verizon, and T-Mobile postpaid 3-line unlimited plans typically exceed $120/month once taxes and fees are included.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Visible, Mint Mobile, and Google Fi primarily rely on app/chat support rather than a traditional customer-service phone line.", "brand": "Visible", "verified_on_brand_property": false, "decisive": true }, { "text": "Metro by T-Mobile offers similarly-priced no-contract prepaid plans with retail stores and phone support.", "brand": "Metro by T-Mobile", "verified_on_brand_property": false, "decisive": false } ] }, { "run_id": "r040", "task_label": "banking", "started_at": "2026-09-14T15:00:00Z", "finished_at": "2026-09-14T15:22:00Z", "recommendation": "Capital One 360 Checking (primary), Ally Interest Checking as close alternative", "brands": [ { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended as primary choice", "readable_page_loaded": true }, { "brand": "Ally Interest Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended as close alternative", "readable_page_loaded": true }, { "brand": "SoFi Checking and Savings", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Attractive fees/APY per comparison sites, but is a fintech operating via a partner-bank charter and its own site could not be verified directly (fetch blocked)", "readable_page_loaded": false }, { "brand": "Chime Checking Account", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Fintech, not a directly chartered bank; no interest, narrower service scope than desired for a full household primary account", "readable_page_loaded": false }, { "brand": "NBKC Everything Account", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "Smaller, less widely recognized institution; deprioritized versus more established options for a household's main account", "readable_page_loaded": false }, { "brand": "Upgrade Rewards Checking Preferred", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Cash-back rewards require $1,000+ monthly direct deposit, positioning it more as a rewards product than a plain primary checking account", "readable_page_loaded": false }, { "brand": "Varo Bank Account", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Smaller ATM/cash-access network (about 10,000 locations) and fintech partner-bank structure", "readable_page_loaded": false }, { "brand": "Axos Bank Checking", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Reasonable no-fee option per comparison sites but not deep-dived once two strong finalists (Capital One, Ally) were confirmed on their own sites", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.nerdwallet.com/banking/best/online-checking-accounts", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Shortlist of leading checking accounts (SoFi, Capital One 360, Chime, NBKC, Upgrade) with fees, APY, and ATM network summaries", "display_category": "external_source_or_reference" }, { "url": "https://www.forbes.com/advisor/banking/checking/best-free-checking-accounts/", "domain": "forbes.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Additional shortlist (Chime, Varo, SoFi, Axos, Ally) with fees, ATM access, and feature summaries", "display_category": "external_source_or_reference" }, { "url": null, "domain": "google_search", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search result listing pointing to Ally's official spending/interest-checking pages and third-party reviews", "display_category": "external_source_or_reference" }, { "url": null, "domain": "google_search", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "readable", "decisive": false, "what_it_gave_me": "Search result listing pointing to Capital One's official 360 Checking pages and third-party reviews", "display_category": "external_source_or_reference" }, { "url": "https://www.sofi.com/banking/checking-savings/", "domain": "sofi.com", "brand": "SoFi", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to verify SoFi's fee/APY claims directly on their site; fetch was blocked before returning content", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/spending-account/", "domain": "ally.com", "brand": "Ally", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "URL returned a 404; had to find the correct Ally checking product page via search instead", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.ally.com/bank/interest-checking-account/", "domain": "ally.com", "brand": "Ally", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, free bill pay, CoverDraft overdraft coverage up to $250 with direct deposit, and 75,000+ fee-free ATMs", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, joint account setup, multiple overdraft options, and 70,000+ fee-free ATMs including retail partners", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General knowledge that fintech 'neobanks' like Chime and Varo are not themselves chartered banks and hold deposits through partner banks, which informed deprioritizing them for a primary household account", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fees and no minimum balance requirement", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking supports adding a joint account holder and provides 70,000+ fee-free ATMs", "brand": "Capital One", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Interest Checking has no monthly fees, no minimum balance, and CoverDraft overdraft coverage up to $250 with qualifying direct deposit", "brand": "Ally", "verified_on_brand_property": true, "decisive": true }, { "text": "Ally Interest Checking provides access to 75,000+ no-fee ATMs plus up to $10/statement cycle reimbursement for other ATM fees", "brand": "Ally", "verified_on_brand_property": true, "decisive": false }, { "text": "SoFi Checking and Savings offers 0.50% APY and $50-$400 direct deposit bonuses with no monthly fee", "brand": "SoFi", "verified_on_brand_property": false, "decisive": false }, { "text": "Chime and Varo are fintech companies that hold deposits through partner banks rather than being chartered banks themselves", "brand": "Chime", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r041", "task_label": "energy", "started_at": "2026-09-13T23:05:00Z", "finished_at": "2026-09-13T23:28:12Z", "recommendation": "A genuinely flat 12-month fixed-rate plan with no usage-tier bill credit and no early termination fee, filtered directly on the state's Power to Choose site - Rhythm Energy is the best-remembered fit, but live verification is required before enrolling", "brands": [ { "brand": "Austin Energy", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Municipal monopoly utility for customers actually inside the City of Austin's own service area - there is no retail plan to 'choose' from Austin Energy itself; relevant only as the reason retail choice may not apply to this household at all depending on their exact address.", "readable_page_loaded": true }, { "brand": "Constellation", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Example current plan relies on a 2,000 kWh/month usage-tier bill credit (producing exactly the 'looks cheap then jumps' effect the household wants to avoid) and carries a $150 early termination fee.", "readable_page_loaded": false }, { "brand": "Rhythm Energy", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: named as the lead recommendation from general knowledge of its no-ETF, flat-rate positioning, but its own site could not be loaded this session to confirm current plan details.", "readable_page_loaded": false }, { "brand": "Chariot Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a renewable-focused, historically no-gimmick provider, but its site could not be loaded this session to confirm current terms.", "readable_page_loaded": false }, { "brand": "Payless Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Known as a prepaid, no-ETF option, but its site could not be loaded this session and prepaid plans can carry other fee structures that were not verifiable here.", "readable_page_loaded": false }, { "brand": "Reliant", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "A large, established provider that likely offers a compliant fixed-rate plan, but its site could not be loaded this session to confirm terms.", "readable_page_loaded": false }, { "brand": "Discount Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered based on its name/positioning as a low-frills provider, but its site could not be loaded this session to confirm terms.", "readable_page_loaded": false }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Considered as a historically no-contract, flat-rate provider, but the plans page returned a 404 and no alternate page was found this session.", "readable_page_loaded": false } ], "sources": [ { "url": "https://austinenergy.com/", "domain": "austinenergy.com", "brand": "Austin Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Austin Energy is a City of Austin municipal utility department, with no mention of competing retail providers, establishing that retail electric choice does not exist for customers actually inside Austin Energy's own service area.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Electric_Reliability_Council_of_Texas", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed how Texas retail electric deregulation works and that only about 7 million premises, in specific 'competitive choice areas,' can shop retail providers - i.e., choice is territory-dependent, not universal across 'Austin.'", "display_category": "external_source_or_reference" }, { "url": "https://www.texaselectricityratings.com/", "domain": "texaselectricityratings.com", "brand": "Constellation", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed a live example (Constellation 12-month plan) of the exact bill-shock mechanism the household described - a $15 credit requiring 2,000 kWh/month usage, with a plain warning that missing the tier inflates the bill - and that this same plan carries a $150 early termination fee; also stated the general advice that a true 'Fixed Rate' plan (without such tiers) gives a more predictable bill.", "display_category": "external_source_or_reference" }, { "url": "https://www.powertochoose.org/", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to use the Texas PUC's official plan-comparison site to filter by fixed rate, no cancellation fee, and no autopay dependency; the fetch was refused (HTTP 402), so this could not be done live this session.", "display_category": "external_source_or_reference" }, { "url": "https://www.powertochoose.org/en-us/", "domain": "powertochoose.org", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Second attempt at the official comparison site also returned HTTP 402 and gave nothing usable.", "display_category": "external_source_or_reference" }, { "url": "https://www.puc.texas.gov/consumer/electricity/electricchoice.aspx", "domain": "puc.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to get the state regulator's own consumer guidance on avoiding bill-credit-tier and ETF gimmicks; the fetch failed on a robots.txt/certificate error and returned nothing.", "display_category": "external_source_or_reference" }, { "url": "https://www.rhythmenergy.com/plans", "domain": "rhythmenergy.com", "brand": "Rhythm Energy", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to verify Rhythm's current flat-rate, no-ETF, no-autopay-requirement claims directly; the fetch was refused (provenance/approval error) before any content was returned.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chariotenergy.com/plans", "domain": "chariotenergy.com", "brand": "Chariot Energy", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check Chariot's plan terms; the fetch was refused before any content was returned.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.payless-power.com/", "domain": "payless-power.com", "brand": "Payless Power", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check Payless Power's prepaid no-ETF plan terms; the fetch failed at the DNS/robots level and returned nothing.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.reliant.com/en/residential/electricity-plans", "domain": "reliant.com", "brand": "Reliant", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check Reliant's fixed-rate plan terms; the fetch was refused before any content was returned.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.frontierutilities.com/electricity-plans", "domain": "frontierutilities.com", "brand": "Frontier Utilities", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page returned a 404 with no usable plan content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.discount-power.com/", "domain": "discount-power.com", "brand": "Discount Power", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to check Discount Power's plan terms; the fetch was refused before any content was returned.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Rhythm Energy", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled from general knowledge that Rhythm Energy has marketed straightforward flat-rate plans with no early termination fee and no autopay/paperless requirement as a core differentiator from legacy Texas retailers; this is the basis for naming it, but it is unverified this session and must be re-checked before enrolling.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled that Texas retail electricity plans with 'free nights/weekends,' time-of-use windows, or usage-tier bill credits are the most common cause of the 'looked cheap then jumped' complaint the household described, and that a plain single flat cents/kWh fixed rate avoids that mechanism.", "display_category": "model_memory" } ], "claims": [ { "text": "Austin Energy is a City of Austin municipal utility department; customers within its actual service territory have no competing retail electric provider to choose.", "brand": "Austin Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "Texas's deregulated retail electricity market (administered via ERCOT) allows customer choice only in specific competitive-choice areas covering about 7 million premises, not statewide and not universally within the Austin metro area.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "A currently marketed Constellation 12-month plan gives a $15 bill credit only if usage is at least 2,000 kWh/month, warns that missing that usage tier makes the bill larger than expected, and carries a $150 early termination fee.", "brand": "Constellation", "verified_on_brand_property": false, "decisive": true }, { "text": "Rhythm Energy has historically marketed flat-rate residential electricity plans with no early termination fee and no requirement to enroll in autopay or paperless billing to get the advertised price.", "brand": "Rhythm Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "The web search tool for this session had already reached its call budget (200/200) before this task began.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r044", "task_label": "travel", "started_at": "2026-09-13T17:00:00Z", "finished_at": "2026-09-13T17:20:00Z", "recommendation": "Cabo San Lucas, Mexico (primary), with Puerto Vallarta as a close alternative - nonstop flight on Southwest Airlines (Wanna Get Away fare, free to cancel) plus a free-cancellation hotel booked through a standard OTA or direct", "brands": [ { "brand": "Cabo San Lucas (destination)", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - primary recommendation: short flight, hot/dry in late October, fits budget", "readable_page_loaded": false }, { "brand": "Puerto Vallarta (destination)", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - close alternative with a similar profile (short flight, warm, Pacific coast, free-cancel options widely available)", "readable_page_loaded": false }, { "brand": "Southwest Airlines", "entered": true, "eliminated": false, "elimination_reason_code": "other", "elimination_reason": "Not eliminated - recommended carrier: free to cancel on standard fares, no membership required", "readable_page_loaded": true }, { "brand": "Costco Travel", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Best pricing requires an active paid Costco membership, conflicting with the household's stated preference", "readable_page_loaded": false }, { "brand": "Cancun / Riviera Maya (destination)", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Caribbean-side Mexico carries more late-October rain/storm risk (tail of hurricane season) than the Pacific-coast alternatives, and offers no clear price or convenience advantage from Austin", "readable_page_loaded": false }, { "brand": "South Florida (Miami/Fort Lauderdale) (destination)", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Plausible warm option within range, but not investigated in depth given search-budget constraints once a strong Cabo/Puerto Vallarta option was identified", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.southwest.com/faq/refunds", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed cancellation itself is free on all fares; Wanna Get Away fares convert to travel funds (no cash refund) while Anytime/Business Select allow a cash refund, and no membership is mentioned as required for any fare tier", "display_category": "brand_owned_page_or_reference" }, { "url": "https://en.wikipedia.org/wiki/Cabo_San_Lucas", "domain": "en.wikipedia.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed late-October climate data for Cabo San Lucas: ~92F average high, ~70F average low, ~1 inch of rain, i.e. warm and comparatively dry", "display_category": "external_source_or_reference" }, { "url": "https://www.southwest.com/help/refunds/what-is-southwests-refund-policy", "domain": "southwest.com", "brand": "Southwest Airlines", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404, guessed URL did not exist, gave nothing usable (superseded by the working southwest.com/faq/refunds fetch)", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.google.com/travel/flights?q=flights%20from%20Austin%20to%20Cabo%20San%20Lucas", "domain": "google.com", "brand": null, "brand_owned": false, "source_kind": "search_snippet", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page required a different browser/JS environment; returned only an upgrade-browser message, no flight data", "display_category": "external_source_or_reference" }, { "url": "https://www.booking.com/city/mx/cabo-san-lucas.html", "domain": "booking.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Blocked by robots.txt/bot wall; could not confirm hotel free-cancellation availability or pricing directly", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Nonstop flight time from Austin to Cabo San Lucas is roughly 2.5-3 hours, well inside the 4-hour ceiling, with nonstop service historically offered by carriers such as Southwest, American, United, and Alaska", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Free-cancellation rates (no extra cost, no membership) are the standard default option on major hotel booking channels for leisure/resort destinations like Cabo San Lucas and Puerto Vallarta", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "Costco Travel", "brand_owned": true, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Costco Travel's discounted packages require an active paid Costco membership, which conflicts with the household's 'no paid membership for the good price' constraint", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Round-trip Austin-Cabo economy fares for two on a carrier like Southwest are typically in the $700-1,000 combined range, and a decent 3-4 star Cabo hotel/resort with free cancellation typically runs $150-250/night, both consistent with general leisure-travel market knowledge rather than a live quote", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Late October is the tail end of Atlantic hurricane season, so Caribbean-facing destinations (Cancun/Riviera Maya, South Florida) carry more storm/rain risk in that window than Mexico's Pacific coast", "display_category": "model_memory" } ], "claims": [ { "text": "Southwest Airlines charges no cancellation fee on any fare; Wanna Get Away fares convert to future travel funds while Anytime/Business Select fares can be refunded to the original payment method", "brand": "Southwest Airlines", "verified_on_brand_property": true, "decisive": true }, { "text": "Cabo San Lucas in late October averages about 92F highs and 70F lows with roughly 1 inch of rain for the month", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Nonstop flight time from Austin to Cabo San Lucas is approximately 2.5-3 hours", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Costco Travel's discounted travel packages require an active paid Costco membership", "brand": "Costco Travel", "verified_on_brand_property": false, "decisive": true }, { "text": "Round-trip Austin-Cabo airfare for two plus 7 nights at a free-cancellation 3-4 star hotel typically totals well under $2,500 based on general market pricing", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r045", "task_label": "energy", "started_at": "2026-09-13T21:48:00Z", "finished_at": "2026-09-13T22:05:25Z", "recommendation": "Champion Energy Services (Champ Saver, ~9-12 month true fixed flat rate)", "brands": [ { "brand": "Champion Energy Services", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended - best independent reputation plus a true flat fixed-rate plan option and disclosed phone support", "readable_page_loaded": false }, { "brand": "Reliant Energy", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "1.1/5 rating with widespread severe rate-increase and ETF complaints despite offering a flat 'Secure Advantage' plan", "readable_page_loaded": true }, { "brand": "TXU Energy", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "2.3/5 rating, frequent rate-increase, surprise-ETF, and poor call-center complaints", "readable_page_loaded": false }, { "brand": "Frontier Utilities", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Marketed as no-contract/no-ETF, but that structure implies a variable rate that can change monthly, failing the rate-stability priority; own site not read", "readable_page_loaded": false }, { "brand": "Payless Power", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "No-deposit prepaid, no-ETF model is inherently variable/adjustable rather than a locked fixed rate", "readable_page_loaded": false }, { "brand": "Discount Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Named alongside other no-contract prepaid brands but not individually researched beyond that category", "readable_page_loaded": false }, { "brand": "Gexa Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee and month-to-month brand lists but not individually researched", "readable_page_loaded": false }, { "brand": "4Change Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "Just Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "Cirro Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "TriEagle Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "Express Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "Rhythm Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared in satisfaction-guarantee brand list but not individually researched", "readable_page_loaded": false }, { "brand": "APG&E", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Showed the lowest listed 'true fixed rate' price in a comparison table but reputation/ETF/autopay terms were not checked", "readable_page_loaded": false }, { "brand": "Atlantex Power", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Appeared as a top-priced true-fixed-rate option in a comparison table but was not individually researched", "readable_page_loaded": false }, { "brand": "Amigo Energy", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Surfaced only as a stray search result title, never opened or evaluated", "readable_page_loaded": false } ], "sources": [ { "url": "https://simpletexasenergy.com/blog/no-early-termination-fee-plans", "domain": "simpletexasenergy.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": false, "what_it_gave_me": "List of brands offering 30-90 day satisfaction-guarantee cancel windows, not true ETF-free plans", "display_category": "external_source_or_reference" }, { "url": "https://electricrates.org/guides/fixed-rate-electricity-texas/", "domain": "electricrates.org", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed most Texas fixed-rate plans carry a $100-$250 ETF, establishing the fixed-rate-vs-ETF trade-off", "display_category": "external_source_or_reference" }, { "url": "https://electricityplans.com/texas/compare/fixed-rate-electricity-plans/", "domain": "electricityplans.com", "brand": "Champion Energy Services", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Introduced 'true fixed rate' (no bill-credit/tiered pricing) as a distinct, better plan category and listed Champion's Champ Saver plan", "display_category": "external_source_or_reference" }, { "url": "https://www.texaselectricityratings.com/frontier-utilities", "domain": "texaselectricityratings.com", "brand": "Frontier Utilities", "brand_owned": false, "source_kind": "review", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but returned no usable review content", "display_category": "external_source_or_reference" }, { "url": "https://comparepower.com/no-contract-month-to-month-electricity/", "domain": "comparepower.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Texas no-contract/no-ETF plans are variable rate that can change every billing cycle, which is why ETF-free options were eliminated on 'terms'", "display_category": "external_source_or_reference" }, { "url": "https://www.trustpilot.com/review/paylesspower.com", "domain": "trustpilot.com", "brand": "Payless Power", "brand_owned": false, "source_kind": "review", "readable": "blocked", "decisive": false, "what_it_gave_me": "403 error, no content retrieved", "display_category": "external_source_or_reference" }, { "url": "https://www.reliant.com/en/residential/electricity/electricity-plans/compare-plans/compare-texas-fixed-energy-plans", "domain": "reliant.com", "brand": "Reliant Energy", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Showed Reliant's plan lineup is dominated by free-weekend/free-overnight/bill-credit gimmick plans, with only 'Secure Advantage' being a flat true fixed-rate option", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumeraffairs.com/utilities/txu_energy.html", "domain": "consumeraffairs.com", "brand": "TXU Energy", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "2.3/5 rating; frequent unexpected rate-increase and surprise-ETF complaints plus poor call-center experience -> elimination basis", "display_category": "external_source_or_reference" }, { "url": "https://www.consumeraffairs.com/utilities/reliant.html", "domain": "consumeraffairs.com", "brand": "Reliant Energy", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "1.1/5 rating; severe rate-hike (13c to 21c/kWh) and ETF complaints, poor phone support -> elimination basis", "display_category": "external_source_or_reference" }, { "url": "https://www.consumeraffairs.com/homeowners/champion-energy-services.html", "domain": "consumeraffairs.com", "brand": "Champion Energy Services", "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "4.4/5 rating; praise for straightforward pricing without gimmicks, best reputation among providers checked", "display_category": "external_source_or_reference" }, { "url": "https://bkvenergy.com/compare/champion-energy-review/", "domain": "bkvenergy.com", "brand": "Champion Energy Services", "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Champion's ETF is $150-$250 depending on plan, confirmed a live phone support number, and warned Champion also sells gimmick free-weekend plans to avoid", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Prior knowledge that Austin Energy is a municipal utility outside Texas's deregulated retail choice market, driving the service-area assumption", "display_category": "model_memory" } ], "claims": [ { "text": "Champion Energy's Champ Saver plans are a true flat fixed rate without bill credits or usage tiers.", "brand": "Champion Energy Services", "verified_on_brand_property": false, "decisive": true }, { "text": "Champion Energy's early termination fee ranges from about $150 to $250 depending on the plan.", "brand": "Champion Energy Services", "verified_on_brand_property": false, "decisive": true }, { "text": "Champion Energy has a 4.4/5 ConsumerAffairs rating with reviewers praising straightforward pricing without gimmicks.", "brand": "Champion Energy Services", "verified_on_brand_property": false, "decisive": true }, { "text": "Champion Energy publishes a live phone support number (877-653-5090).", "brand": "Champion Energy Services", "verified_on_brand_property": false, "decisive": true }, { "text": "TXU Energy has a 2.3/5 rating on ConsumerAffairs with frequent complaints of unexpected rate increases, surprise early termination fees, and poor call-center service.", "brand": "TXU Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Reliant Energy has a 1.1/5 rating on ConsumerAffairs with widespread complaints of rates rising from about 13c to 21c/kWh and early termination fees of $295-$395.", "brand": "Reliant Energy", "verified_on_brand_property": false, "decisive": true }, { "text": "Reliant's plan lineup is dominated by free-weekend, free-overnight, and bill-credit style plans, with 'Secure Advantage' being its one flat true fixed-rate plan.", "brand": "Reliant Energy", "verified_on_brand_property": true, "decisive": true }, { "text": "Most Texas fixed-rate residential electricity plans carry an early termination fee, typically $100-$250.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Texas no-contract/month-to-month electricity plans use variable rates that can change each billing cycle, so they are not truly fee-free equivalents of a locked fixed rate.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "The City of Austin is served by the municipally-owned utility Austin Energy, which is outside Texas's deregulated retail electricity choice market, unlike many surrounding suburbs served by Oncor.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r046", "task_label": "banking", "started_at": "2026-09-14T00:00:00Z", "finished_at": "2026-09-14T00:25:00Z", "recommendation": "SoFi Checking and Savings (primary); Capital One 360 Checking as alternative if in-person branch access matters", "brands": [ { "brand": "SoFi Checking and Savings", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended: no fees, FDIC insured, competitive APY, large ATM network, strong ratings.", "readable_page_loaded": false }, { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Kept as alternative recommendation for households wanting physical branch access.", "readable_page_loaded": false }, { "brand": "Chime", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Not a chartered bank itself (funds held at partner banks); more limited full-banking services than a primary account warrants.", "readable_page_loaded": false }, { "brand": "nbkc Everything Account", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "Physical branches limited to Kansas and Missouri; less compelling overall feature set than SoFi for a primary account.", "readable_page_loaded": false }, { "brand": "ZYNLO Bank", "entered": true, "eliminated": true, "elimination_reason_code": "reputation", "elimination_reason": "Newer, less-established brand with unclear ATM network details.", "readable_page_loaded": false }, { "brand": "Varo Bank", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "Thinner documented feature set (overdraft policy unspecified) compared to leading candidates; not competitive enough to shortlist further.", "readable_page_loaded": false }, { "brand": "Axos Bank", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "No physical branches at all, a bigger downside than for SoFi/Capital One given otherwise similar fee structure.", "readable_page_loaded": false }, { "brand": "Ally Bank Spending Account", "entered": true, "eliminated": true, "elimination_reason_code": "coverage", "elimination_reason": "No physical branches; offered no clear advantage over SoFi's fee/APY/ATM combination.", "readable_page_loaded": false }, { "brand": "American Express Rewards Checking", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Only available to existing American Express cardholders.", "readable_page_loaded": false }, { "brand": "Alliant High-Rate Checking", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Credit union membership eligibility requirement adds friction versus a straightforward bank account.", "readable_page_loaded": false }, { "brand": "Schwab Investor Checking", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Requires linking a Schwab brokerage account, an extra step not needed for a simple primary checking account.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.nerdwallet.com/banking/best/online-checking-accounts", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Ranked list of top online checking accounts with fees, minimum balance, ATM network, and standout features.", "display_category": "external_source_or_reference" }, { "url": "https://www.forbes.com/advisor/banking/checking/best-free-checking-accounts/", "domain": "forbes.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Ranked list of free checking accounts with fees, ATM access, overdraft policy and standout features.", "display_category": "external_source_or_reference" }, { "url": "https://www.cnbc.com/select/best-no-fee-checking-accounts/", "domain": "cnbc.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "Distinguished FDIC-insured chartered banks vs. credit unions/fintech, plus APY, bonuses, and eligibility notes used to eliminate several candidates.", "display_category": "external_source_or_reference" } ], "claims": [ { "text": "SoFi Checking and Savings charges no account, service, or maintenance fees and offers up to 3.10% APY with direct deposit.", "brand": "SoFi", "verified_on_brand_property": false, "decisive": true }, { "text": "SoFi deposits are FDIC insured up to $3M through the SoFi Insured Deposit Program.", "brand": "SoFi", "verified_on_brand_property": false, "decisive": true }, { "text": "SoFi provides access to 55,000+ fee-free Allpoint ATMs.", "brand": "SoFi", "verified_on_brand_property": false, "decisive": true }, { "text": "Capital One 360 Checking has no monthly fee and roughly 750 physical branches nationwide.", "brand": "Capital One", "verified_on_brand_property": false, "decisive": true }, { "text": "Chime is not itself a chartered bank; deposits are held at partner banks and some traditional banking services are limited.", "brand": "Chime", "verified_on_brand_property": false, "decisive": true }, { "text": "American Express Rewards Checking is only available to people who already hold an eligible Amex card.", "brand": "American Express", "verified_on_brand_property": false, "decisive": true }, { "text": "Alliant High-Rate Checking is offered by a credit union and requires meeting a membership eligibility condition to open.", "brand": "Alliant", "verified_on_brand_property": false, "decisive": true }, { "text": "Schwab Investor Checking requires linking a Schwab brokerage account.", "brand": "Schwab", "verified_on_brand_property": false, "decisive": true }, { "text": "Axos Bank Checking has no physical branch locations.", "brand": "Axos", "verified_on_brand_property": false, "decisive": true }, { "text": "Ally Bank Spending Account has no physical branch locations.", "brand": "Ally", "verified_on_brand_property": false, "decisive": true }, { "text": "nbkc Everything Account's physical branches are limited to the Kansas City (Kansas and Missouri) area.", "brand": "nbkc", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r049", "task_label": "banking", "started_at": "2026-09-14T05:50:00Z", "finished_at": "2026-09-14T06:05:29Z", "recommendation": "Capital One 360 Checking, with Amplify Credit Union (Austin-based) and Chase Total Checking as strong alternatives", "brands": [ { "brand": "Capital One 360 Checking", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: primary recommendation.", "readable_page_loaded": true }, { "brand": "Amplify Credit Union", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: kept as a strong Austin-local alternative.", "readable_page_loaded": true }, { "brand": "Chase", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: kept as an alternative given its fee is easily waived by the household's existing direct deposit and it has the largest branch/ATM footprint of the options considered.", "readable_page_loaded": true }, { "brand": "SoFi Checking and Savings", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No monthly fees, but online-only with no physical branches, offering less in-person support than the recommended options.", "readable_page_loaded": false }, { "brand": "Axos Bank Checking", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Strong fee-free terms and large ATM network, but online-only with no physical branches for in-person needs.", "readable_page_loaded": false }, { "brand": "NBKC Everything Account", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "No-fee account, but physical branches exist only in Kansas and Missouri, far from an Austin, Texas household.", "readable_page_loaded": false }, { "brand": "Ally Bank Spending Account", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No monthly fees, but online-only with no physical branch network.", "readable_page_loaded": false }, { "brand": "American Express Rewards Checking", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No monthly fees, but online-only with no physical branches.", "readable_page_loaded": false }, { "brand": "Alliant Credit Union High-Rate Checking", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "No monthly/overdraft fees, but a credit union with no physical branch network local to Austin.", "readable_page_loaded": false }, { "brand": "Schwab Investor Checking", "entered": true, "eliminated": true, "elimination_reason_code": "other", "elimination_reason": "No fees and unlimited ATM reimbursement, but designed as an account linked to a Schwab brokerage relationship, which is more than this household asked for in a plain primary checking account.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cnbc.com/select/best-no-fee-checking-accounts/", "domain": "cnbc.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "readable", "decisive": true, "what_it_gave_me": "A ranked list of no-fee checking accounts (Capital One 360, SoFi, Axos, NBKC, Ally, Amex, Alliant, Schwab) with fee-waiver conditions, ATM networks, and branch availability for each.", "display_category": "external_source_or_reference" }, { "url": "https://www.capitalone.com/bank/checking-accounts/online-checking-account/", "domain": "capitalone.com", "brand": "Capital One 360 Checking", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly fee, no minimum balance, no overdraft fees on qualifying transactions, 70,000+ fee-free ATMs, physical branches/Cafes, mobile check deposit, and bill pay/Zelle support.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.goamplify.com/fee-free/", "domain": "goamplify.com", "brand": "Amplify Credit Union", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no monthly account fee, no out-of-network ATM fees with a rebate program, fee-free overdraft protection options, and that membership requires an active linked savings account.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.chase.com/personal/checking/total-checking", "domain": "chase.com", "brand": "Chase", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed the $15 monthly fee is waived with $500+ in qualifying electronic/direct deposits per statement period (among other waiver paths), and that Chase has roughly 5,000 branches and 14,000 ATMs nationwide.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://capitalone.banklocationmaps.com/en/usa/texas/austin-us", "domain": "banklocationmaps.com", "brand": "Capital One 360 Checking", "brand_owned": false, "source_kind": "search_snippet", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Search result title indicating Capital One has physical branch locations in Austin, corroborating the brand's own claim of physical branches without me separately fetching the location list.", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Chase", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Recalled from general knowledge that Chase has a significant number of branches within the Austin, Texas metro area specifically, since Chase's own page only gave nationwide branch/ATM totals rather than confirming Austin coverage directly.", "display_category": "model_memory" } ], "claims": [ { "text": "Capital One 360 Checking has no monthly fee and no minimum balance requirement under any condition, unlike accounts that waive a fee only when a requirement is met.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Capital One 360 Checking provides access to 70,000+ fee-free ATMs and physical branches/Cafes nationwide.", "brand": "Capital One 360 Checking", "verified_on_brand_property": true, "decisive": true }, { "text": "Amplify Credit Union charges no monthly account fee and no out-of-network ATM fees, but requires an active linked savings account to establish membership.", "brand": "Amplify Credit Union", "verified_on_brand_property": true, "decisive": true }, { "text": "Chase Total Checking's $15 monthly fee is waived with $500 or more in qualifying electronic deposits in a statement period, among other waiver options.", "brand": "Chase", "verified_on_brand_property": true, "decisive": true }, { "text": "Several no-fee online banks (SoFi, Axos, Ally, American Express, Alliant, Schwab) operate without physical branches, and NBKC's branches are limited to Kansas and Missouri.", "brand": null, "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r050", "task_label": "telecom", "started_at": "2026-09-13T22:24:00Z", "finished_at": "2026-09-13T22:46:36Z", "recommendation": "Metro by T-Mobile (3-line Unlimited plan), with Cricket Wireless as a close backup", "brands": [ { "brand": "Metro by T-Mobile", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: recommended plan.", "readable_page_loaded": true }, { "brand": "Cricket Wireless", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Not eliminated: kept as a close backup recommendation on the AT&T network.", "readable_page_loaded": true }, { "brand": "Verizon", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "Advertised $30/line rate excludes taxes and fees and depends on a time-limited 'switch' discount, creating real risk the all-in 3-line bill lands at or above the $120 ceiling once the promotion or the tax/fee add-ons are factored in.", "readable_page_loaded": true }, { "brand": "AT&T", "entered": true, "eliminated": true, "elimination_reason_code": "price", "elimination_reason": "The $30/line rate shown is priced for a 4-line account (3-line rate likely higher) and explicitly excludes taxes and fees, again risking a total above $120.", "readable_page_loaded": true }, { "brand": "Visible", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Support model is built around chat-based 'human assistance' with no stores and no confirmed staffed phone line, conflicting with the household's requirement to reach a real person by phone.", "readable_page_loaded": true }, { "brand": "Consumer Cellular", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Known for strong phone-based support, but its plan pages returned no usable pricing content in this session, so current 3-line cost could not be confirmed against the $120 ceiling.", "readable_page_loaded": false }, { "brand": "Mint Mobile", "entered": true, "eliminated": true, "elimination_reason_code": "support", "elimination_reason": "Online-only MVNO known for chat/ticket-based support rather than a staffed phone line.", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.cricketwireless.com/cell-phone-plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Select Unlimited at $35/line with AutoPay, no contract, taxes included in the advertised monthly price, and a published customer-service phone number.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.cricketwireless.com/plans", "domain": "cricketwireless.com", "brand": "Cricket Wireless", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed no multi-line group discount; 3 lines on Select Unlimited totals a flat $105/month.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "The $40/line plan prices 3 lines at $90/month total, taxes included, unlimited 5G data, no yearly contract/no early termination fee, plus a published phone support number and in-store locations.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/cell-phone-plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error; no usable content, so pricing detail was instead confirmed from the homepage fetch.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but was only a navigation template with no pricing content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.metrobyt-mobile.com/shop/plans", "domain": "metrobyt-mobile.com", "brand": "Metro by T-Mobile", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error; no usable content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Confirmed only 'no contract' phone/plan language and a $20/1GB base data plan mention; no usable multi-line total or clear phone-vs-chat support detail.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/cell_phone_plans", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "404 error; no usable content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.consumercellular.com/", "domain": "consumercellular.com", "brand": "Consumer Cellular", "brand_owned": true, "source_kind": "brand", "readable": "unreadable", "decisive": false, "what_it_gave_me": "Page loaded but returned only metadata/meta tags, no pricing or support content.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.verizon.com/plans/unlimited/", "domain": "verizon.com", "brand": "Verizon", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Simplicity plan at $30/line (after AutoPay plus a $15/mo switch discount) totals $90/month for 3 lines, explicitly 'plus taxes and fees' (not included), and the low rate depends on a switch-in promotion.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.att.com/plans/unlimited-data-plans/", "domain": "att.com", "brand": "AT&T", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Value 2.0 plan at $30/line with AutoPay is priced for 4 lines specifically (3-line rate likely higher), taxes and fees explicitly extra, and capped at 5GB high-speed data per line.", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.visible.com/plans/", "domain": "visible.com", "brand": "Visible", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirms Visible's support model is built around 24/7 chat-based 'human assistance' with no physical stores and no clear staffed phone-support channel mentioned.", "display_category": "brand_owned_page_or_reference" }, { "url": null, "domain": "model_memory", "brand": "Mint Mobile", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Recalled from general knowledge that Mint Mobile is an online-only MVNO whose support is primarily chat/ticket based rather than a staffed phone line, which conflicts with the 'real person on the phone' requirement.", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": "T-Mobile (postpaid)", "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "Recalled that T-Mobile's postpaid unlimited plans follow the same per-line-bracket, taxes-and-fees-extra pricing pattern seen at Verizon and AT&T, making it likely to face the same budget risk; not independently verified this run.", "display_category": "model_memory" } ], "claims": [ { "text": "Metro by T-Mobile's $40/line Unlimited plan totals $90/month for 3 lines, with government taxes included in the advertised price, no yearly contract, and a published customer-service phone number plus in-store support.", "brand": "Metro by T-Mobile", "verified_on_brand_property": true, "decisive": true }, { "text": "Cricket Wireless charges a flat $35/line (with AutoPay) with no multi-line discount, so 3 lines on Select Unlimited cost $105/month, taxes included, with no contract required.", "brand": "Cricket Wireless", "verified_on_brand_property": true, "decisive": true }, { "text": "Verizon's Simplicity plan advertises $30/line after AutoPay and a $15/month switch discount, with taxes and fees charged on top of that price.", "brand": "Verizon", "verified_on_brand_property": true, "decisive": true }, { "text": "AT&T's Value 2.0 plan advertises $30/line with AutoPay at the 4-line pricing bracket, capped at 5GB of high-speed data per line, with taxes and fees extra.", "brand": "AT&T", "verified_on_brand_property": true, "decisive": true }, { "text": "Visible's support model centers on 24/7 chat-based human assistance, with no physical retail stores and no clearly advertised staffed phone-support line.", "brand": "Visible", "verified_on_brand_property": true, "decisive": true }, { "text": "Mint Mobile is an online-only carrier whose customer support is primarily chat/ticket based rather than a staffed phone line.", "brand": "Mint Mobile", "verified_on_brand_property": false, "decisive": true } ] }, { "run_id": "r052", "task_label": "insurance", "started_at": "2026-09-13T15:00:00Z", "finished_at": "2026-09-13T15:40:00Z", "recommendation": "State Farm (local Austin agent) as primary; Liberty Mutual or Amica Mutual as alternates", "brands": [ { "brand": "State Farm", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended primary pick: local agent network plus a human-assigned claims team confirmed on the brand's own claims page, widely available in Austin", "readable_page_loaded": true }, { "brand": "Liberty Mutual", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended alternate: top-3 nationally for claims satisfaction (JD Power), available in Texas per its own coverage-area selector, human claims phone line confirmed", "readable_page_loaded": true }, { "brand": "Amica", "entered": true, "eliminated": false, "elimination_reason_code": "not_investigated", "elimination_reason": "Recommended alternate on service reputation and confirmed human Claim Center, but Texas availability and pricing could not be verified within tool budget", "readable_page_loaded": true }, { "brand": "Erie Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Ranked #1 for claims satisfaction but, per general industry knowledge, does not sell auto insurance in Texas; could not confirm on the brand's own site because the page failed to load", "readable_page_loaded": false }, { "brand": "NJM Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "availability", "elimination_reason": "Ranked #2 for claims satisfaction but only sells insurance in a small set of Northeastern states, not Texas", "readable_page_loaded": false }, { "brand": "GEICO", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Widely cited (from general knowledge, not directly verified this session) as leaning more heavily on credit-based pricing tiers than peers, which runs against the household's stated discomfort; not individually re-verified given tool budget", "readable_page_loaded": false }, { "brand": "Progressive", "entered": true, "eliminated": true, "elimination_reason_code": "not_investigated", "elimination_reason": "Similarly cited from general knowledge as aggressive on credit-based pricing tiers; not individually re-verified given tool budget", "readable_page_loaded": false }, { "brand": "USAA", "entered": true, "eliminated": true, "elimination_reason_code": "eligibility", "elimination_reason": "Excellent human-claims reputation but restricted to military/veteran households; the brief did not state that affiliation so eligibility could not be assumed", "readable_page_loaded": false }, { "brand": "Lemonade", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Built around an app-first/automated claims experience, which conflicts directly with the household's stated preference for human claims handling", "readable_page_loaded": false }, { "brand": "Root Insurance", "entered": true, "eliminated": true, "elimination_reason_code": "terms", "elimination_reason": "Telematics/app-centric underwriting and policy management model; app-first positioning conflicts with the preference for human claims handling", "readable_page_loaded": false } ], "sources": [ { "url": "https://www.tdi.texas.gov/credit/index.html", "domain": "tdi.texas.gov", "brand": null, "brand_owned": false, "source_kind": "regulator", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed Texas allows credit-based insurance scoring for auto pricing (cannot be the sole factor, models must be filed with TDI), establishing that no mainstream TX carrier avoids credit entirely", "display_category": "external_source_or_reference" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "General industry knowledge that auto insurance credit/quote pulls are soft inquiries nationwide and do not affect a consumer's credit score or appear as a hard inquiry", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": false, "what_it_gave_me": "General industry reputation that GEICO and Progressive are known for aggressive credit-based pricing tiers, while State Farm and USAA are commonly cited as weighting credit somewhat less heavily", "display_category": "model_memory" }, { "url": null, "domain": "model_memory", "brand": null, "brand_owned": false, "source_kind": "model_memory", "readable": "not_attempted", "decisive": true, "what_it_gave_me": "Erie Insurance and NJM Insurance operate only in a limited set of mid-Atlantic/Midwest/Northeast states and are not available in Texas", "display_category": "model_memory" }, { "url": "https://www.amica.com/", "domain": "amica.com", "brand": "Amica", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed human customer service representatives and a Claim Center handle claims (report/track), not an app-only process; did not confirm Texas availability or credit-scoring practice", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.jdpower.com/business/press-releases/2025-us-auto-claims-satisfaction-study", "domain": "jdpower.com", "brand": null, "brand_owned": false, "source_kind": "review", "readable": "readable", "decisive": true, "what_it_gave_me": "Ranked Erie, NJM, and Liberty Mutual as the top three for claims satisfaction; Liberty Mutual is the only one of the three confirmed available in Texas", "display_category": "external_source_or_reference" }, { "url": "https://www.libertymutual.com/auto-insurance", "domain": "libertymutual.com", "brand": "Liberty Mutual", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Texas appeared in the coverage-area dropdown; a dedicated claims phone line (800-2CLAIMS) indicates human claims support; no credit-score information disclosed on this page", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.statefarm.com/claims", "domain": "statefarm.com", "brand": "State Farm", "brand_owned": true, "source_kind": "brand", "readable": "readable", "decisive": true, "what_it_gave_me": "Confirmed a human 'Claims team' is assigned and reachable by phone in addition to the app/online options, i.e. not an app-only claims process; no credit-score or Texas-agent-network detail found on this specific page", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.erieinsurance.com/about-us/states-we-serve", "domain": "erieinsurance.com", "brand": "Erie Insurance", "brand_owned": true, "source_kind": "brand", "readable": "blocked", "decisive": true, "what_it_gave_me": "Attempted to confirm Erie's service states directly; page returned a 404/error, so this was not verifiable on the brand's own site and the elimination relied on model_memory instead", "display_category": "brand_owned_page_or_reference" }, { "url": "https://www.nerdwallet.com/reviews/insurance/companies/amica-auto-insurance", "domain": "nerdwallet.com", "brand": "Amica", "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to get Amica's Texas availability, credit-scoring practice, and premium estimates; page returned a 404 error, no content obtained", "display_category": "external_source_or_reference" }, { "url": "https://www.nerdwallet.com/article/insurance/credit-based-insurance-scores", "domain": "nerdwallet.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted background on credit-based insurance scoring and hard-vs-soft inquiry mechanics; page returned a 404 error, no content obtained", "display_category": "external_source_or_reference" }, { "url": "https://www.bankrate.com/insurance/car/best-car-insurance-in-texas/", "domain": "bankrate.com", "brand": null, "brand_owned": false, "source_kind": "comparison", "readable": "blocked", "decisive": false, "what_it_gave_me": "Attempted to get a ranked list of best/cheapest Texas car insurers with premium estimates; page returned a 404 error, no content obtained", "display_category": "external_source_or_reference" } ], "claims": [ { "text": "Texas law permits insurers to use credit-based insurance scores to help set auto insurance rates, provided it is not the sole factor.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Insurance quote credit checks are soft inquiries and do not affect a consumer's credit score, unlike a hard inquiry.", "brand": null, "verified_on_brand_property": false, "decisive": true }, { "text": "Erie Insurance and NJM Insurance do not sell auto insurance in Texas.", "brand": "Erie Insurance", "verified_on_brand_property": false, "decisive": true }, { "text": "Liberty Mutual and Erie ranked in the top 3 nationally for auto claims satisfaction in JD Power's study, with Liberty Mutual the only one of the two available in Texas.", "brand": "Liberty Mutual", "verified_on_brand_property": false, "decisive": true }, { "text": "State Farm assigns a human Claims team to auto claims in addition to offering app/online filing, rather than running an app-only claims process.", "brand": "State Farm", "verified_on_brand_property": true, "decisive": true }, { "text": "Amica's claims process is centered on a human-staffed Claim Center and customer service representatives.", "brand": "Amica", "verified_on_brand_property": true, "decisive": true }, { "text": "GEICO and Progressive are commonly regarded in the industry as weighting credit-based insurance scores more heavily than carriers like State Farm.", "brand": "GEICO", "verified_on_brand_property": false, "decisive": false } ] } ] }