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 based on extreme geo-variability. You can’t rely on a standard dashboard to tell you if you’re "ranked." To get real data, we’ve moved to building custom stacks