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

https://research-wiki.win/index.php/Why_European_SEO_Firms_Are_Building_Proprietary_Stacks_Instead_of_Buying_Tools

Measuring AI search visibility is a nightmare because answers are non-deterministic and suffer from massive geo-variability. Standard rank trackers just can't keep up. That’s why we’re building custom stacks