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

https://www.livebinders.com/b/3707915?tabid=b195238c-8035-6ee1-9520-b6205e3452a1

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