AI search visibility is a moving target. Because answers are non-deterministic...

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

AI search visibility is a moving target. Because answers are non-deterministic and suffer from extreme geo variability, static reporting tools fall apart immediately. That’s why top teams are building custom stacks