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

https://escatter11.fullerton.edu/nfs/show_user.php?userid=9728752

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