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BestFeed AI · GEO series

How AI understands Shopify product information

A practical model for identity, attributes, use cases, questions, evidence, and freshness.

Identity comes first

The title, category, brand, collection, and first paragraph should point to one understandable product. Action: copy these fields into a review sheet and flag any mismatch before editing.

Facts need context

A dimension or material becomes useful when the page explains what the fact means for the customer's task. Action: add one verified use case and one limit beside each important attribute.

Limits are product information

Compatibility, care, shipping, and return limits prevent a short description from becoming an overclaim. Action: review the page on mobile and keep the most important limit in visible text.

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