How to fix it
- Populate product type for every product, using a consistent vocabulary.
- Prefer Shopify's standard product taxonomy where it fits, since it maps cleanly to Merchant Center categories.
Why an agent cares
Product type is the coarse bucket that lets a catalogue be navigated and filtered without reading every description.
Blank types push the agent back to inferring category from title text, which is slower and less reliable than reading a declared field.
Check your own store
This check runs as part of a full audit, alongside 18 others. Nothing to install.
Other trust checks
Published products that cannot be boughtRecommending an out-of-stock item is the fastest way for an agent to learn not to recommend you.Supplier boilerplate left in descriptionsPhrases like 'Dear customer, please allow 1-3cm measurement error' identify the listing as an unedited dropship import.No real brand per productUsing the store name as the vendor on every product removes the field an agent uses to group and trust your catalogue.Variants without SKUsA variant with no SKU is hard to reference unambiguously.Products with no imageAn imageless product is usually an incomplete one, and it is treated that way.