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

https://anotepad.com/notes/d3j5qpn4

Measuring AI search visibility is a nightmare because answers are non-deterministic and suffer from massive geo variability. You can’t rely on off-the-shelf rank checkers when the "result" is a fluid, synthesized string