{"product_id":"botfound","title":"Botfound: AI Agent Catalog","description":"AI shopping agents choose products from structured catalog data: categories, attributes, barcodes, descriptions and images. Botfound checks every product against rule-based checks plus your store policies, shows what is missing and how to fix it, and tracks your score over time. Bulk rules set categories, category attributes, product types and image alt text, with a preview before anything changes and undo after. A search tester runs shopper queries through your store's own agent search.","brand":"Tinkerer","offers":[{"title":"rating","offer_id":67901545775417,"sku":null,"price":4426828.0,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0717\/0831\/1865\/files\/COP_q4icxpcDEAE.png?v=1793535064","url":"https:\/\/pickyourapp.com\/products\/botfound","provider":"PickYourApp","version":"1.0","type":"link"}