Rule families
Crawler accessCheck robots signals and noindex patterns that may block discovery.
Product identityLook for name, brand, image, identifiers, and canonical product context.
Offer clarityCompare price, currency, availability, shipping, and returns.
Claim safetyFlag content that needs careful substantiation instead of risky marketing shortcuts.
Why this sells
Store owners are hearing about AI commerce but do not know what to do first. ProductProof gives them a small, credible first purchase: prove the product page is understandable before buying another broad platform.