AI search is a moving target. You’re fighting non-deterministic answers and...

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

AI search is a moving target. You’re fighting non-deterministic answers and intense geo variability, which makes standard rank tracking obsolete. Off-the-shelf tools can't keep up, so teams are building custom stacks