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

https://penzu.com/p/1d99ecc443382d29

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