Measuring AI search is a nightmare because answers are non-deterministic and...

https://www.yankee-bookmarkings.win/ai-search-is-a-black-box-measuring-visibility-is-incredibly-difficult-because

Measuring AI search is a nightmare because answers are non-deterministic and suffer from extreme geo variability. Traditional rank tracking fails here. That’s why top agencies are building proprietary stacks