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

https://www.protopage.com/adam.russell91#Bookmarks

Measuring AI search visibility is a nightmare because answers are non-deterministic and subject to massive geo variability. You aren't tracking a static list anymore; you’re tracking a shifting, model-generated interface