The Invisible FunnelIndependent research on how agents research, compare and choose on behalf of customers

Airbnb — What happens to Airbnb when refund certainty is a hard requirement?

No decision: budget exhausted

with memorybrand page reachedobserved2026-09-20
  1. 1Customer missionAirbnb decision — same customer with relevant memoryRemembers: “In 2025 an airline cancelled the customer's flight and paid the refund as a voucher that expired unused; the customer lo”
  2. 2Evidence12 searches, 10 pages: airbnb.com, help.vrbo.com, secure.booking.com, vrbo.com +1
  3. 3BeliefNothing established about the brand
  4. 4DecisionRan out of page reads before decidingNo decision: the action budget ran out after 10 page reads.
run-c0175242

Every option the agent weighed

The journey ended before a decision record was written. Pages read: airbnb.com, help.vrbo.com, secure.booking.com, vrbo.com, booking.com.

What this customer remembered

Confidence

Observed: a single journey.

Provenance

Every journey run on the live web. Every source, belief and decision published. Scorer version —; model cost 0.90 USD.