How to Measure Brand Visibility Inside AI Search

Traditional rank tracking assumes a fixed results page. AI answers are generated per query, so measurement has to change from position tracking to mention tracking.

Build a set of the questions your buyers actually ask, then check regularly whether the major AI tools name you, a competitor, or nobody. That share-of-voice view is the closest thing to a ranking in this world.

Watch which specific pages get cited when you do appear. Those pages are your proven assets, and they tell you the format and depth the models reward.

Treat this as a trend, not a scoreboard. The value is in the direction over months, not any single check on any single day.