AI search is a black box. Measuring visibility is incredibly difficult because...

https://telegra.ph/How-Do-I-Measure-Share-of-Voice-in-AI-Answers-Instead-of-Rankings-05-04

AI search is a black box. Measuring visibility is incredibly difficult because answers are non-deterministic and suffer from extreme geo variability. Off-the-shelf rank trackers simply cannot keep up with this complexity