Free tools
Play with the data
Everything here is built on our published, already-measured study data — free, instant, $0 marginal cost. Items marked Previeware working prototypes we’re evaluating before deciding what to build out fully.
AI Citation Check
Free, instant lookup: does AI already name your firm?
AI Visibility Index
Every tracked firm, ranked, per engine, with an animated reveal.
Head-to-head
Two firms from the same study, compared engine by engine.
Guess the engine
A quick quiz on which engine names more firms — then the real numbers.
Trend sparklines
What a quarterly re-measurement chart would look like, with real data.
Embeddable score badge
Every tracked firm has an SVG badge at /tools/badge/ubs — drop it in an <img> tag anywhere. Example, live:
Not finding your firm anywhere on this site? These tools only search already-published study data. The real answer comes from the live scan. Run it →