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

https://www.golf-bookmarks.win/ai-search-is-a-black-box-because-answers-are-non-deterministic-and-prone-to

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