AI search is a measurement black hole. Between non-deterministic answers and...

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

AI search is a measurement black hole. Between non-deterministic answers and severe geo variability, static rank tracking is now useless. Most agencies have moved to custom stacks because standard tools simply can't handle the noise