Original research · built for citation

Research

We measure how AI assistants, search engines, and buyers actually evaluate brands — then publish the datasets, methodology, and rankings so journalists and analysts can cite them directly.

Research areas

What we measure.

Each program is refreshed on a set cadence and documented end to end. More verticals are added over time.