AI search is notoriously hard to measure due to non-deterministic answers and...

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

AI search is notoriously hard to measure due to non-deterministic answers and intense geo variability. Standard tools miss the mark. That’s why we build custom stacks with residential proxies and multi-LLM orchestration