Measuring AI search is hard; answers are non-deterministic and shift by...

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

Measuring AI search is hard; answers are non-deterministic and shift by geography. Off-the-shelf tools fail here. We use residential proxies for authentic lookups and multi-LLM orchestration to parse output