E-commerce
Get products recommended by AI shopping assistants.
Track 'best X for Y' prompts across your catalog.
Find missing prices, stock and review data.
Prepare for agents that buy on a shopper's behalf.
Shoppers ask AI assistants what to buy: “best running shoes for flat feet under $150”, “a quiet dishwasher for a small kitchen”. The assistant answers with a few products, and increasingly links straight to where to buy them.
AI shopping answers are built from product data, review sites, marketplaces and retailer pages. Stores with complete, accurate, machine-readable product information are easier to recommend, and easier for agents to buy from.
Paste a product page URL to check its structured data against what AI shopping assistants and Google look for: price, availability, identifiers, reviews, shipping and returns.
Monitor “best X for Y” prompts across your key categories.
Complete Product markup and feeds: price, availability, identifiers and reviews.
Earn coverage on the review sites and lists AI cites for your categories.
Make checkout, shipping and returns clear enough for an agent to act on.
Visibility for every category, use case and price band you sell in.
Missing prices, stock, GTINs, ratings, shipping and return policies across your catalog.
The review and comparison sites AI cites for your products.
AI answers that quote outdated prices or discontinued products.
How often marketplace listings are cited instead of your store.
Checks for the structured data and flows shopping agents rely on.
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Make content easy for AI systems to understand and trust.
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They weigh product data (price, availability, reviews), the sites that review products, and how well each product matches the shopper's request.
Complete, valid Product structured data with price, availability, identifiers, shipping and returns. Check yours with the free Product Schema Validator.
Not necessarily, but marketplaces and review sites are common sources for AI shopping answers, so a presence there helps.
Price and currency, availability, a product identifier such as a GTIN, brand, images, reviews and ratings, shipping details and the return policy.
Yes. AI shopping answers and agents look at individual products, so every product page needs complete Product markup that matches what shoppers see.
More solutions
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