Measuring AI search visibility is a moving target; answers are...

https://wiki-dale.win/index.php/Four_Dots_AI_Visibility_Stack:_Why_SaaS_Tools_Are_Failing_You

Measuring AI search visibility is a moving target; answers are non-deterministic and shift wildly due to geo variability. Off-the-shelf tools lack the precision needed to track this at scale