AI search is non-deterministic and highly geo-variant. Standard trackers fail...

https://www.bookmarkidea.win/ai-search-is-a-mess-results-are-non-deterministic-and-vary-wildly-by-location

AI search is non-deterministic and highly geo-variant. Standard trackers fail here. Smart teams now build custom stacks, using residential proxies to mirror real user intent and multi-LLM orchestration to audit brand mentions at scale