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: 🎯 Zero-hallucination mapping for complex medical, auto, or compliant-heavy products (98.2% valid rate). 🛡️ Platform Agnostic: Works for Google Merchant Center, Meta (Facebook/Instagram), and TikTok Shop feeds. 🔎 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.

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@catmapJan 22, 2026

🚀 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 👇 https://apps.shopify.com/catmap-ai

Product had at the time: 11 upvotes • 3 comments • 6 followers • 18 PeerPush

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@catmapJan 9, 2026

𝗦𝘁𝗼𝗽 𝗴𝘂𝗲𝘀𝘀𝗶𝗻𝗴 𝗵𝗼𝘄 𝗚𝗼𝗼𝗴𝗹𝗲 𝗰𝗮𝘁𝗲𝗴𝗼𝗿𝗶𝘇𝗲𝘀 𝘆𝗼𝘂𝗿 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝘀.

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 𝗟𝗶𝘃𝗲 𝗔𝗜 𝗣𝗹𝗮𝘆𝗴𝗿𝗼𝘂𝗻𝗱 to the 𝗖𝗮𝘁𝗠𝗮𝗽 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: 🍎 Input: "Apple" + "Honeycrisp" ✅ Result: Fresh Fruits (ID 𝟲𝟱𝟲𝟲) 📱 Input: "Apple" + "128GB Midnight" ✅ Result: Unlocked Cell Phones (ID 543143) It proves that 𝗖𝗼𝗻𝘁𝗲𝘅𝘁 > 𝗞𝗲𝘆𝘄𝗼𝗿𝗱𝘀. 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!

Product had at the time: 10 upvotes • 1 comments • 5 followers • 15 PeerPush

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@spacepromptsJan 10, 2026

Interesting idea. Might need this in the future.

@catmapJan 10, 2026

Please feel free to share this with your friends and colleagues who needs this! There is a generous free tier too!

@catmapDec 11, 2025

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)! 🚀

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🚀 We are live on the Shopify App Store.

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𝗦𝘁𝗼𝗽 𝗴𝘂𝗲𝘀𝘀𝗶𝗻𝗴 𝗵𝗼𝘄 𝗚𝗼𝗼𝗴𝗹𝗲 𝗰𝗮𝘁𝗲𝗴𝗼𝗿𝗶𝘇𝗲𝘀 𝘆𝗼𝘂𝗿 𝗽𝗿𝗼𝗱𝘂𝗰𝘁𝘀.

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