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How AI Sees This Product (Beta)

How AI sees this product panel showing indexed content with care_instructions marked Not descriptive, next to a freshness panel showing Up to date, 11 of 14 fields indexed, and split by Color

Every product page now has a How AI sees this product panel that shows exactly what Layers indexed for search — the title, brand, category, attributes, and description it used — plus which tags, collections, and metafields were left out and why. A freshness pill flags products that need reindexing, and a full breakdown shows how variants were split into entries and lets you flag anything that looks wrong straight from the panel.

This feature is in beta and read-only aside from flagging; expect it to evolve as we hear from merchants using it.

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FeatureCatalogAI SearchBeta