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

https://instaquoteapp.com/neighborhood-level-geo-testing-for-ai-answers-is-that-even-possible/

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