Merchant Infrastructure for Dining
A person asks an agent to book the table. Everything rests on one answer.
People are starting to hand the whole booking to an AI agent. The agent can only commit and pay when the restaurant side is current and committable. Most restaurants are not yet ready for an agent to find them accurately, read their real state, and act with confidence.
Dining request, without merchant readiness
You
Book a table for four this Saturday at 7pm, outdoor seating, with good vegan options.
AI agent
Checking live tables, seating, and Saturday hours.
A few places look possible, but the outdoor tables and Saturday hours read as hours old. I cannot confirm a table for four at 7pm without the restaurant's own current answer.
Cannot verify
You
Make sure there are real vegan mains, not just a side salad, and that the rating is genuinely strong.
AI agent
Comparing menus and reviews across listings.
The menu on the listing and the menu on the site disagree, and the review counts do not line up. I cannot be confident the vegan mains are current.
Cannot verify
You
And I only want it if I can cancel free up to the morning of.
AI agent
Looking for the cancellation and deposit policy.
Public pages disagree on the cancellation window and on whether a deposit is held. I cannot commit to this booking without the restaurant confirming.
Cannot verify