Make your catalog ready for AI shopping

Bulk-fill product categories and attributes across thousands of products. This is the structured data that AI shopping channels such as ChatGPT, Perplexity and Copilot read through Shopify's Agentic Storefronts.

• 1. Audit. See what is missing across your whole catalog.
• 2. Preview. Review every proposed change before anything is written.
• 3. Approve. Apply in bulk, only what you approved.
• 4. Roll back. Rollback is available during the retention window; changes edited since are skipped, never overwritten.

Our safety promise: we never silently overwrite your data. Existing categories are never replaced by AI, and every write has a preview and an undo.

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