Measuring AI search visibility is a nightmare because answers are...

https://www.bookmarking-jet.win/measuring-ai-search-visibility-is-a-nightmare-because-results-aren-t-static

Measuring AI search visibility is a nightmare because answers are non-deterministic and shift based on extreme geo-variability. You can’t rely on a standard dashboard to tell you if you’re "ranked." To get real data, we’ve moved to building custom stacks