Back to the diagnostic
Sample output · AI visibility

The AI visibility report, in full

Discovery, citation, and brand recall are counted separately because they fail separately, and a facility can score well on the third while scoring near zero on the first two.

This came off the production pipeline. The facility, data, and links in it are invented, though they reconcile similarly to verified outputs. Real reports are graded assessments of real operators, and they belong to those operators.

Back to the diagnostic