AI search is opaque; answers are non-deterministic and geo-variable....

https://wiki-coast.win/index.php/How_to_Handle_Failed_AI_Queries_Without_Corrupting_Your_Dataset

AI search is opaque; answers are non-deterministic and geo-variable. Off-the-shelf tools fail here. Pros build custom stacks with multi-LLM orchestration to audit results and residential proxies for local data