AI silently skips your products.
Shopify syndicates your catalog into AI shopping surfaces automatically — but it sends whatever data exists. A missing GTIN, a price that disagrees with your live page, or an unpublished channel quietly disqualifies a product. No error, no warning. It just never makes the shelf.

