Botfound guides: Shopify product data for AI shopping agents

Plain, step-by-step answers to the questions Shopify merchants ask about being found by ChatGPT, Copilot, Gemini and other AI shopping agents. Updated 11 November 2026.

How-to guides

• How to get your Shopify store ready for ChatGPT Business Hub
  OpenAI's Business Hub lets Shopify merchants claim their store in ChatGPT. How to claim and verify, a product data checklist, and what the insights do and don't show.
• How to get your Shopify products recommended by ChatGPT and other AI shopping agents
  AI shopping agents pick products from structured catalog data. A step-by-step checklist for Shopify merchants: categories, attributes, descriptions, alt text, barcodes and testing.
• How to set Shopify product categories in bulk
  Three ways to set the Shopify product category on many products at once: the admin bulk editor, CSV import, and rules that match by type, tag, vendor or title, with preview and undo.
• How to fill Shopify category metafields (product attributes) in bulk
  Category metafields like colour, material and size are how AI agents and filters match products. How to fill them across many Shopify products at once.
• How to add image alt text to Shopify products in bulk
  Alt text helps accessibility, image search and AI agents. How to add it to every Shopify product image at once with a template like {title} - {variant}.
• How to test what AI shopping agents find in your Shopify store
  Every Shopify store has an agent search endpoint that AI agents call. How to run real shopper queries against it and see which of your products come back.

Comparisons

• Botfound vs the Shopify bulk editor for fixing product data
  An honest comparison: when Shopify's free bulk editor is enough to fix categories, attributes and alt text, and when a rules-based fixer with preview and undo saves time.
• AI visibility apps for Shopify compared: trackers, content writers, feed apps and catalog fixers
  Apps that promise ChatGPT visibility do four different jobs. A plain comparison of AI visibility trackers, AI content generators, product feed apps and catalog data fixers.

Want to see where your store stands first? The free Botfound check scores your 50 newest public products and your discovery files in about 10 seconds, with no install and no sign-up. Botfound is on the Shopify App Store: free for your first 100 products; Pro is US$19/month with a 7-day free trial.

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