catalume

CATEGORY RESEARCH · AGGREGATE ONLY

How ready is your category for AI shoppers?

Catalume tests samples of public storefronts at the retrieval stage and reports what it found as category aggregates. No store is named, ranked, or placed in a losing position — that framing was retired deliberately. Findings publish only once a category has at least 20 tested stores, so no single store can be inferred from a percentage.

No category has been measured yet.Category research publishes only what was actually tested. Nothing is substituted.

Tested with Catalume.

Every figure above is a ground-truth observation — what the retrieval substrate returned, what robots.txt allowed, what the product pages actually published. No simulated verdict is counted, and no store is named.

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Do not want your store included?Ask to be excluded