Measuring AI search visibility is brutal because LLMs are inherently...

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

Measuring AI search visibility is brutal because LLMs are inherently non-deterministic. Ask the same query from different cities, and geo variability ensures you’ll get wildly different citations. Off-the-shelf tools simply miss this complexity