The first successful search is the easiest part of an AI shopping demo.

A user asks for a product, the model calls a tool, and a polished result card appears. That proves the happy path can work once. It does not yet prove that the integration can survive ordinary use.

The more revealing test is the second click.

Can the shopper open the same product again? Can they move between products without an earlier interaction suppressing the next one? What happens when a direct tool response and a matching result notification arrive in different orders? Does the detail view stay in the shopper's language?

Those questions shaped the latest WebAZ Shopping review build.