AI search is a moving target. Because answers are non-deterministic and suffer...

https://www.bookmark-fuel.win/measuring-ai-search-visibility-is-a-nightmare-because-answers-are

AI search is a moving target. Because answers are non-deterministic and suffer from massive geo variability, standard rank tracking is effectively dead. To get reliable data, we’ve had to build our own stacks