Measuring AI search visibility is brutal because answers are non-deterministic...

https://technivorz.com/the-quiet-race-among-european-seo-firms-to-build-their-own-ai/

Measuring AI search visibility is brutal because answers are non-deterministic and suffer from massive geo variability. You can’t rely on static rank trackers when the "source of truth" shifts by location and model. That’s why we build custom stacks