AI search visibility is a moving target. Because answers are non-deterministic...

https://sticky-wiki.win/index.php/Why_Does_Global_IP_Rotation_Matter_for_Local_Citation_Patterns%3F

AI search visibility is a moving target. Because answers are non-deterministic and vary wildly based on your location, standard tools just can’t keep up. That’s why we build our own measurement stacks