Measuring AI search visibility is a nightmare because LLMs return...

https://smoothdecorator.com/why-global-ip-rotation-matters-for-local-citation-patterns/

Measuring AI search visibility is a nightmare because LLMs return non-deterministic answers that shift constantly based on intent and location. Standard rank trackers fail to capture this extreme geo variability. That’s why we build custom stacks