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

https://telegra.ph/How-Do-I-Measure-Share-of-Voice-in-AI-Answers-Instead-of-Rankings-05-04

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