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

https://www.tumblr.com/weepingmountainzealot/815696906090168320/why-do-off-the-shelf-tools-treat-ai-overviews-like

Measuring AI search visibility is a nightmare because answers are non-deterministic and suffer from massive geo-variability. Standard rank trackers just can't keep up. That’s why we’re building custom stacks