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

https://blogfreely.net/murciajpvo/why-does-global-ip-rotation-matter-for-local-citation-patterns

Measuring AI search is a nightmare because answers are inherently non-deterministic and suffer from massive geo variability. Unlike traditional SERPs, you can’t just scrape a static list. To get reliable data, top teams are building custom stacks