Merchant Infrastructure for Experiences

A person asks an agent to book the experience. Everything rests on one answer.

People are starting to hand the whole booking to an AI agent: a class, a tasting, a tour, an event ticket for a fixed date and time. The agent can only commit and pay when the venue side is current and committable. Most experience operators are not yet ready for an agent to find them accurately, read their real state, and act with confidence.

Experience request, without merchant readiness
You
Book two adult tickets for a Saturday afternoon pottery class or tasting near my hotel, start between 2 and 5pm.
AI agent
Checking live capacity, start times, and Saturday slots.

A few activities look possible, but the open spots and Saturday start times read as hours old. I cannot confirm two places at a 2 to 5pm slot without the operator's own current answer.

Cannot verify
You
No age restriction that would block us, and the tickets need to be transferable if my guest changes.
AI agent
Comparing eligibility rules and ticket types across listings.

The eligibility note on the listing and the operator's own page disagree, and it is unclear whether the ticket can be transferred. I cannot be confident this slot is right for two adults.

Cannot verify
You
And only if I can get a refund up to the day before, total under my budget including fees.
AI agent
Looking for the refund window, cutoff, and total required price.

Public pages disagree on the refund window and on which fees apply, so the real total is unclear. I cannot commit to this booking without the operator confirming.

Cannot verify