HOW WE MEASURE
ONE NUMBER FOR AI VISIBILITY.
Four signals. One score. The weighting is ours.
THE FOUR SIGNALS
Absent from the answer means zero. The exact weighting stays ours.
PRESENCE
Are you mentioned at all?
SENTIMENT
Recommended, neutral, or cautioned?
POSITION
How prominently are you placed?
CONSENSUS
Corroborated by independent third-party sources, or just self-reference?
THE ROLL-UP
FIND · TRUST · VALIDATE
The three questions a model asks. We weight Validate highest.