AI-shopping readiness
Prepare product data for AI shopping
AI shopping systems rely on structured catalog data to understand products and present current information. The safest feed is accurate, consistent, and explicit about facts a machine should not guess.
Structured data
A feed is the machine-readable version of your catalog.
It carries product identity, content, price, availability, images, destination links, and seller context. OpenAI’s current product specification can use Google-compatible formatting for field definitions.
Six safe principles
Make important facts explicit
Keep identity stableEach product or variant needs a stable identifier so updates apply to the intended item.
Keep offers currentPrice, currency, availability, sale details, and relevant dates must reflect the real offer.
Describe products factuallyTitles and descriptions should help distinguish products without inventing features or stuffing keywords.
Represent variants clearlyColor, size, material, and other variant facts should remain connected to the correct parent product.
Include seller contextShipping, returns, and policy details reduce ambiguity and help shoppers understand the transaction.
Preserve human reviewA cleanup tool can identify uncertainty, but a person or trusted source should supply missing product facts.
What not to claim
Readiness is not ranking or certification.
A catalog preflight can identify supported data problems. It cannot promise that a platform will ingest a feed, surface a product, approve an account, or rank an item for a particular shopper.
AI-shopping specifications and onboarding processes can change. Use the official destination documentation and preserve a human decision for ambiguous cleanup.
Privacy boundary
Your catalog stays in the browser.
The checker does not upload or retain catalog contents. It validates supported spreadsheet fields locally and returns a review queue; it does not submit the file to OpenAI or another merchant platform.
Start with a preflight
See which product facts need attention.
Product feed specifications · Products specification · Agentic Commerce getting started
OpenAI and ChatGPT are trademarks of OpenAI. This independent checker is not affiliated with, endorsed by, or a certification service for OpenAI.