the category benchmark
Where your category stands in AI answers
How brands show up when buyers ask AI, by category, across the engines. Aggregated across the brands we measure, updated on a schedule. Every figure is real and privacy-safe: a category is only shown once enough brands are pooled that no single one can be identified.
The first benchmark is being compiled.
We publish a category only once enough brands are measured to keep every one of them anonymous. Run the free assessment to add your category to the map, and to see exactly where you stand.