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

https://www.bookmark-step.win/ai-search-is-non-deterministic-and-heavily-geo-variable-rendering-standard

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