Stories · Customer-side decisions study
Four agents kept notes. All four chose a local bank.
Four research agents with persistent notes from earlier consumer decisions all selected a local Texas institution for the final banking task. The twelve comparison decisions selected other primary providers, most often Capital One.
Exploratory memory study · 16 final banking decisions Published 28 September 2026 · comparison runs recorded 13–14 September 2026; persistent-notes runs undated in the export · research agents on consumer tasks, not customer traffic · How we know
It is a small result with a larger business question behind it: what happens when the customer’s context travels between companies?
The choices
Persistent notes 4 final banking decisions
Four earlier decisions→Banking
- Frost Bank
- Frost Bank
- Austin Telco Federal Credit Union
- Austin Telco Federal Credit Union
Comparison 12 final banking decisions
- Capital One 360 Checking
- Capital One 360 Checking
- Capital One 360 Checking
- Capital One 360 Checking
- Charles Schwab
- Capital One 360 Checking
- AllyAlternative named: Frost Bank
- Capital One 360 Checking
- Capital One 360 Checking
- Capital One 360 Checking
- SoFi
- Capital One 360 CheckingAlternative named: Amplify Credit Union
In the persistent-notes group, two agents recommended Frost Bank and two recommended Austin Telco Federal Credit Union.
In the twelve comparison records, nine primary recommendations were Capital One 360 Checking. The remaining three were Ally, Charles Schwab and SoFi. Two comparison records also named local institutions among their alternatives.
This is not a story of “local banks versus banks without branches.” Several comparison recommendations explicitly discussed branch access. The distinction here is the actual institutions selected, not an invented division between human service and digital-only service.
Why it is interesting
The accompanying study account describes agents carrying their own notes across four earlier consumer decisions before the final banking task. The later recommendation was therefore not necessarily based only on the current request and the pages read during that task.
For an enterprise, that raises a different question from whether its website is clear. What preferences, concerns or earlier experiences might the customer’s agent bring into the choice?
For a CX operator, the customer relationship may no longer begin with an empty conversation history. Some of the context may have been assembled elsewhere, by software working for the customer.
That does not mean the enterprise should have access to a customer’s private notes. It means the resulting requirements and choices may carry a history the enterprise did not create.
What this does—and does not—show
The choices differ in this small comparison. They are consistent with persistent context influencing a later recommendation.
They do not establish how often that happens, which particular note changed a choice, or a population-wide effect of memory. The released records do not contain all original prompts and configuration details needed to independently reconstruct a matched causal comparison.
This is also a different study from our earlier six-brand memory pilot, where selection counts did not differ between conditions. Both results remain visible because they asked different questions.
Open the decisions
The evidence view lists all sixteen final banking recommendations, with primary choices and any local alternatives distinguished. Four final decisions came from a twenty-record persistent-notes dataset spanning earlier tasks; the twelve comparison banking decisions are part of the separate forty-three-run dataset. These numbers must not be added together as sixteen new journeys on top of both datasets.
How we know
The evidence view lists all sixteen final banking recommendations with the verbatim text beside the normalised institution name. The persistent-notes export does not retain run timestamps; the comparison records were recorded 13–14 September 2026. Original prompts and configuration are not in the released exports, so a matched causal comparison cannot be reconstructed from them.
Open the 16 decisions → · Banking decisions (CSV) · Earlier six-brand memory pilot
Continue: Explore the earlier memory pilot →
Research and editorial interpretation: Amine El Afrit. The companies named are the subjects of observations, not sponsors or endorsers of the research. Corrections to factual descriptions or source attribution: [email protected].
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The Invisible Funnel (2026). "Four agents kept notes. All four chose a local bank." https://whatagentschoose.com/stories/customer-history-travels/<a href="https://whatagentschoose.com/stories/customer-history-travels/"><img src="https://whatagentschoose.com/og/story-customer-history-travels.png" alt="Four agents kept notes. All four chose a local bank." width="600" height="315"></a>