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

https://list-wiki.win/index.php/Why_Do_Off-The-Shelf_Tools_Treat_AI_Overviews_Like_a_Text_Snippet_and_Fail%3F

Measuring AI search visibility is a nightmare because answers are non-deterministic and shift heavily based on geo variability. Standard rank trackers can’t keep up