A different starting point for a familiar transaction
A shopper may ask an assistant to find a suitable product, explain a trade-off or complete an authorized action. The merchant still needs accurate inventory, a clear offer, a way to fulfill the order and a policy for what happens afterward. The useful question is which part of that journey has changed for your business. A conversational recommendation, a link to a store and a completed order are three different observations.
Separate discovery, decision and execution
Discovery asks whether a product can be found and understood. Decision asks whether its price, compatibility and terms match the shopper’s needs. Execution requires an eligible commerce flow and a valid payment/authorization path. Evidence from one stage cannot prove the next. A product appearing in an answer is not a checkout test, and supporting a protocol is not proof that a specific shopping surface has enabled your account.
Your first practical step
Choose one representative product and one target shopping surface. Write down the exact identifier, variant, price, currency, availability and return terms. Compare your public page with your source data. Then check the surface’s documented merchant access route. This gives you a concrete problem to solve before deciding whether you need another tool. Our L0 scanner can inspect a small public sample, but cannot establish private feed approval or transaction success.