Start with search evidence
Google Product structured data shows how product names, images, offers, availability, reviews, and other fields become searchable product facts.
A product page should let a buyer or AI assistant verify what the item is, which variant is available, what it costs, and whether it fits the use case.
Visibility is not demand
The useful question is not whether the page appeared somewhere; it is whether the search term, page promise, and next action fit the same reader job.
Check the page path
- Audit one product URL for name, image, variant, price, availability, review, shipping, and return fields
- Keep the test narrow: one priority product or checkout flow before expanding recommendation, authorization, payment, and support work
What still needs proof
If product facts are hidden in copy, searchers and AI assistants cannot verify the buying decision. Keep the original source open so the announcement, the evidence, and this site's interpretation stay separate.