← Back to Knowledge BaseAI SHOPPING READINESSPrice, availability, shipping and returns in AI Shopping
Product understanding goes beyond title and image. Current commerce data such as price, stock, shipping and returns matters for comparison and purchase decisions.
What you should know
Price and availability should be current and unambiguous.
Shipping and return information helps systems and shoppers understand the full offer.
Where ecommerce stores go wrong
A store may have strong product copy but vague shipping information or conflicting availability between page and markup.
What you can improve
Make commercial terms discoverable, use consistent availability values and avoid contradictions between page, structured data and checkout.
What Merqivio does
Merqivio checks publicly accessible product pages and machine-readable signals. No passwords are required and nothing is changed on your store. A readiness score does not guarantee inclusion or ranking in an external AI shopping platform.
OpenAI product feed specifications · Google Product structured data guidance
Merqivio checks publicly accessible product pages and machine-readable signals. No passwords are required and nothing is changed on your store. A readiness score does not guarantee inclusion or ranking in an external AI shopping platform.
