AI visibility is notoriously difficult because answers are non-deterministic...

https://penzu.com/p/1d99ecc443382d29

AI visibility is notoriously difficult because answers are non-deterministic and shift with heavy geo variability. Off-the-shelf tools simply aren't built for this kind of volatility