Measuring AI search visibility is a nightmare because answers are...

https://www.foxtrot-bookmarks.win/ai-search-isn-t-a-static-list-because-answers-are-non-deterministic-and

Measuring AI search visibility is a nightmare because answers are non-deterministic and subject to massive geo variability. You aren't tracking a static list anymore; you’re tracking a shifting, model-generated interface