CatMap AI
Fix Google Merchant Center errors with AI taxonomy mapping.
CatMap AI launched on December 4, 2025 with 7 votes, #1,248 of 11,628 launches that month.
What it does
𝗦𝘁𝗼𝗽 𝗺𝗮𝗻𝘂𝗮𝗹𝗹𝘆 𝗳𝗶𝘅𝗶𝗻𝗴 𝗚𝗼𝗼𝗴𝗹𝗲 𝗠𝗲𝗿𝗰𝗵𝗮𝗻𝘁 𝗖𝗲𝗻𝘁𝗲𝗿 𝗲𝗿𝗿𝗼𝗿𝘀. 🛑 𝗖𝗮𝘁𝗠𝗮𝗽 is an 𝗔𝗜 engine that auto-maps messy feeds to official Google & Meta taxonomies. Unlike Regex rules, our AI understands context: ❌ "Apple" = Fruit ✅ "Apple iPhone" = Electronics Built for scale: ⚡ Processes 10k+ SKUs 🛡️ Zero rate-limit errors 🎯 Strict ID validation Perfect for agencies and Shopify Plus brands.
Automate Google Shopping feeds, Shopify Product Taxonomy, and attribute extraction using Grounded AI and Vector Search. Fix Merchant Center errors, create Smart Rules, and sync multi-channel catalogs. 2M+ products categorized.
Sync 5,500+ Google and Shopify taxonomy nodes, extract attributes from copy and images into metafields, and resolve Merchant Center errors automatically. Inaccurate taxonomy and missing attributes cause account warnings, lower ad impressions, and rejected products. CatMap AI patches your feed before Google disapproves it. Occurs when products have empty or unmapped categories. CatMap maps 100% of SKUs to the exact 2024/2026 taxonomy ID. Broad categories (e.g. "Apparel") get penalized. CatMap selects the deepest, most specific leaf node category (e.g. ID: 1604). Missing mandatory attributes locks products out of free Google Shopping listings and top carousel ad placements. Multi-modal AI…from catmap.dev
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