Shelfmeadow finds products with no category, plus missing images, titles, or prices, and shows which ones Catalog and AI shopping channels may leave out. AI suggests a category from the standard product taxonomy for each one, with a confidence label, and can read the photo when a title is thin. Preview each pick, apply in bulk, and undo from your change history. It can also fill category attributes (metafields) like color and material.

• Scan your catalog for products missing a product category or key details
• AI category suggestions from Shopify's standard product taxonomy
• Confidence label on every pick, with a filter to check low-confidence ones
• Apply categories in bulk, or every top-confidence pick in one click
• Undo any change, or a whole batch, from your change history