Measuring AI search visibility is fundamentally broken because results are...

https://www.foxtrot-bookmarks.win/measuring-ai-search-visibility-is-a-headache-because-answers-are

Measuring AI search visibility is fundamentally broken because results are non-deterministic and suffer from extreme geo variability. You can't rely on standard rank trackers for this landscape. That’s why serious teams are building custom stacks