TagBatch

TagBatch is a Shopify App that allows ecommerce merchants to review image-based product tags before making catalog updates. It provides suggestions for visible, store-ready tags based on analyzed product images. Merchants can review the suggestions for evidence and confidence before publishing, and approved tags can be added through the Admin API. The app offers the ability to restore tags added by a batch without removing pre-existing tags, and allows for custom vocabularies and category profiles to align suggestions with catalog language. Automation features can queue new products, while ensuring that every write action remains under the control of the merchant.