Measuring AI search is tough because responses are non-deterministic and...

https://www.paste-bookmarks.win/measuring-ai-search-visibility-isn-t-like-tracking-traditional-blue-links

Measuring AI search is tough because responses are non-deterministic and plagued by extreme geo variability. You can’t rely on traditional tracking when answers change based on location and model state. That’s why top teams are building custom stacks