Measuring AI visibility is tough because answers are non-deterministic and...

https://escatter11.fullerton.edu/nfs/show_user.php?userid=9728752

Measuring AI visibility is tough because answers are non-deterministic and shift based on extreme geo variability. Standard tools fail here, which is why top teams build custom stacks