beFound SEO & AI Ready for Shopify

beFound SEO & AI Ready

Fix product-data gaps for search, feeds and AI shopping
Developer
beCommerce
View on App Store
beFound SEO & AI Ready
Rating
5.0
Feedback
1
Reviews
Chart
#9,279
Shopify
Reviews over time
New reviews per month across the app's lifetime.
App ranking
Overall position in the Shopify App Store.
Reviews summary

Agentic Attribute AI is a Shopify App developed by beCommerce that helps ecommerce merchants categorize products and fill metafields for AI-ready listings. It allows users to scan their catalogue for missing Shopify Categories, Shopify Category Metafields, and product content gaps, generate suggestions from various product attributes, and review and edit before applying changes. The app includes features like bulk runs, activity log, and the ability to undo updates. Users receive 10 free credits and prepaid packs never expire.

Time spent using app
How long merchants keep the app installed.
Less than an hour 0%
Less than a day 0%
Less than a month 100%
Less than a year 0%
More than a year 0%
All reviews
5 / 5 Share
July 13, 2026

Very powerful and diverse app. Does lots of the things ecommerce needs in the age of agentic AI discovery and categorisation. The developers are very responsive to feedback to improve and evolve the app, which is often given this is a new and fast moving space. As there is so much functionality in the app the UI is complex, so important to read through the help docs and guides to understand all the things it can do and how to use, but once you get started it's easy to maintain and the health score provides a good dashboard view. Free credits help with the assessment and getting started. I see it developing further over time but already a great and highly recommended addition to our store, thanks!

Store Using app Total reviews Average rating
ALDI Mobile 11 days 1 5.0

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