AI search is a black box. Because answers are non-deterministic and heavily...

https://www.primary-bookmarks.win/measuring-ai-search-is-a-nightmare-because-results-are-non-deterministic-and

AI search is a black box. Because answers are non-deterministic and heavily influenced by geo variability, standard rank tracking is officially obsolete. To actually measure visibility, you can’t rely on off-the-shelf tools