CatMap AI
The AI Taxonomy Engine for Google Shopping & Meta Ads
Details
- Categories
- AIAutomation & WorkflowProduct Marketing
- Target Audience
- MarketersSmall BusinessesAgencies
- Platforms
- Web
About CatMap AI
Stop manually mapping product categories. If you run Google Shopping, Meta Advantage+, or TikTok ads, you know the pain of "Missing value [google_product_category]" errors. A single missing ID can get your account suspended or your best products disapproved. CatMap AI solves this instantly. We use advanced AI to analyze your product titles and descriptions, then assign the precise numerical ID from the official Google Taxonomy. Core Features: ๐ฏ Zero-hallucination mapping for complex medical, auto, or compliant-heavy products (98.2% valid rate). ๐ก๏ธ Platform Agnostic: Works for Google Merchant Center, Meta (Facebook/Instagram), and TikTok Shop feeds. ๐ Free Tools: Includes a free single-item lookup tool and downloadable Taxonomy 2025 list. Stop fighting with "Ambiguous Value" errors. Upload your CSV and get a 100% compliant feed today.
Product Insights
CatMap AI automates Google Shopping and Meta Ads categorization by mapping product titles and descriptions to official taxonomy IDs via vector embeddings. This web-based engine ensures feed compliance across TikTok, Meta, and Google Merchant Center platforms.
- Delivers a 98.2% valid mapping rate to eliminate platform disapprovals and account suspensions.
- Supports multi-platform compliance for Google Merchant Center, Meta Advantage+, and TikTok Shop feeds.
- Provides a live AI playground for real-time testing of Name and Description mappings using RAG technology.
- Available natively on the Shopify App Store and as a web-based CSV upload tool for workflow automation.
Ideal for: Marketers, small businesses, and agencies need this tool to resolve Google Product Category errors and automate feed optimization for complex product catalogs.
Screenshots
Product Updates (2)
๐ We are live on the Shopify App Store.
Meet CatMap AI: The "Grammarly" for your Google Shopping Feed. We use Vector Embeddings to fix "Disapproved Products" instantly. No Regex rules. No manual Excel work. Install for free ๐ https://apps.shopify.com/catmap-ai
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Most feed tools are "Black Boxes." You upload a CSV, wait 24 hours, and hope the AI guessed right. We decided to open up our engine. We just added a ๐๐ถ๐๐ฒ ๐๐ ๐ฃ๐น๐ฎ๐๐ด๐ฟ๐ผ๐๐ป๐ฑ to the ๐๐ฎ๐๐ ๐ฎ๐ฝ homepage. You can type a Name + Description and watch our Vector RAG Engine reason through the taxonomy in real-time. See the 30s demo below: ๐ Input: "Apple" + "Honeycrisp" โ Result: Fresh Fruits (ID ๐ฒ๐ฑ๐ฒ๐ฒ) ๐ฑ Input: "Apple" + "128GB Midnight" โ Result: Unlocked Cell Phones (ID 543143) It proves that ๐๐ผ๐ป๐๐ฒ๐ ๐ > ๐๐ฒ๐๐๐ผ๐ฟ๐ฑ๐. Our AI doesn't just match words; it understands specs. Test your trickiest SKUs right now (No signup needed): https://catmap.dev/ Share with your colleagues!
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Comments (2)
Interesting idea. Might need this in the future.
Please feel free to share this with your friends and colleagues who needs this! There is a generous free tier too!
Tired of Merchant Center disapprovals? I built CatMap AI to auto-fix missing taxonomy IDs using GPT-5. We recently hit 99.2% accuracy on stress tests. Try the free demo (no card needed)! ๐