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

https://files.fm/u/spfeg5mxhm

Measuring AI search visibility is a nightmare because answers are non-deterministic and shift constantly based on geo variability. You can’t just scrape a static page anymore. To get actionable data, you need to simulate real-world user behavior at scale