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

https://canvas.instructure.com/eportfolios/4299058/home/what-does-hyper-targeted-mean-and-how-do-i-do-it-responsibly

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