Measuring AI search is a nightmare because answers aren’t deterministic; query...

https://www.phone-bookmarks.win/measuring-ai-search-visibility-is-notoriously-difficult-because-answers-are

Measuring AI search is a nightmare because answers aren’t deterministic; query the same term twice and you’ll get different results. Add geo-variability to the mix, and standard rank tracking falls apart. That’s why we build custom stacks