AI Catalog Score is a Shopify app that checks how well AI assistants such as ChatGPT, Claude and Gemini can read and recommend a store's products. It scores each product on titles, descriptions, alt text, structured data, metafields and reviews, then drafts fixes such as rewritten product copy, alt text and JSON-LD that you preview before applying. It can also compare optimized products against a control group to estimate the revenue change. Anyone can run a free audit of a store from the site, and the scoring method is published as open source. The app is free for up to 50 products; paid plans are $49, $149 and $399 a month, with a refund if the score does not rise 10 points in 30 days.
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