Measuring AI search is a nightmare because answers are non-deterministic and...

https://wiki-site.win/index.php/The_Architect%E2%80%99s_Guide_to_Multi-Model_Prompt_Consistency

Measuring AI search is a nightmare because answers are non-deterministic and prone to extreme geo variability. Traditional rank trackers are useless here. That’s why we build custom stacks