CatMap: AI Shopping Feed Fix
Fix Google Merchant Center & Meta Ad taxonomy errors instantly
Rating
5.0
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#5,789
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Reviews Summary
CatMap AI is a Shopify App designed to fix Google Merchant Center errors instantly and optimize product feeds using AI technology. It offers features like auto-fix for updating a large number of items, better categorization for improved Ad Rank and CTR, and a pay-as-you-go pricing model with the first 50 items free. However, there are not enough reviews to analyze right now.
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All reviews
Feb. 10, 2026
Great APP for bulk categorizing all Shopify categories automatically in a short time using AI algorithm. I used it to automatically categorize my site with 20.000+ products and overall results were fantastic. Of course there will be some products that you may need to manually re-categorize to your specific needs but other than that it works great. Developers are also very fast and friendly to look into any issues and make it better. Highly recommend others to use the APP if they want to save time manually applying thousands of products.
Thanks so much for the detailed review! 🚀 We are thrilled that CatMap could handle your 20,000+ catalog smoothly. Processing that volume manually would have taken weeks, so we're glad our AI could do the heavy lifting in minutes. You are spot on—while our Vector AI + RAG hits ~90% accuracy, there will always be a few niche items that need a human touch. We are constantly tuning the engine to get even closer to 100%. Thanks for trusting us with your feed! If you need any more bulk edits, we're here. Finally, we really appreciate your support, feedback and patience through out the sync process
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