Here is the summary (82 words): Measuring AI search visibility is difficult...
https://www.normalbookmarks.win/measuring-ai-search-is-hard-because-answers-are-non-deterministic-and-suffer
Here is the summary (82 words): Measuring AI search visibility is difficult because LLM outputs are inherently non-deterministic and suffer from massive geo variability