AI Visibility
A weighted measure of how often, how prominently and how favourably your brand appears in AI answers. This is our metric, not an official metric from any AI provider.
Visibility over time
Each point is a completed measurement run
Visibility by topic
Average across tracked questions in each topic
How the score is calculated
No black boxes
- 1. Mention frequency (30%) — share of answer runs where the brand name appears.
- 2. Recommendation frequency (30%) — share of runs where the brand is explicitly recommended, not merely listed.
- 3. Answer position (15%) — ordinal position of the first brand mention, normalised per answer.
- 4. Citation frequency (15%) — share of runs citing a URL you own or that references you.
- 5. Question value weighting (10%) — commercial value assigned to each question multiplies its contribution.
Every run is timestamped and stored. AI answers change constantly, so single-run readings are never presented as a trend.