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

https://anotepad.com/notes/2yeft3i3

AI search visibility is a moving target because answers are non-deterministic and suffer from massive geo variability. Traditional SEO tools can’t track this because they lack the necessary architecture to query models at scale