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

https://www.list-bookmarks.win/measuring-ai-search-is-notoriously-difficult-because-responses-are

AI search visibility is a moving target because answers are non-deterministic and suffer from massive geo variability. Traditional rank trackers can’t capture this; you’re fighting black-box algorithms that shift by the minute