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

https://instaquoteapp.com/neighborhood-level-geo-testing-for-ai-answers-is-that-even-possible/

Measuring AI search visibility is a headache because answers are non-deterministic and subject to massive geo variability. You can’t rely on static tracking when results shift based on location or model intent