Measuring AI search visibility is a headache because results shift constantly...

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

Measuring AI search visibility is a headache because results shift constantly based on context and location. Since LLMs are non-deterministic, static ranking reports are effectively useless