Measuring AI search is hard because answers are non-deterministic and shift...

https://wiki-triod.win/index.php/How_Do_I_Monitor_AI_Visibility_Across_Languages_Without_Messy_Attribution_Errors%3F

Measuring AI search is hard because answers are non-deterministic and shift wildly due to geo variability. Off-the-shelf tools can’t track this volatility. That’s why we’re building our own stacks