Measuring AI search is hard because answers are non-deterministic and suffer...

https://echo-wiki.win/index.php/What_Should_a_Vendor_Show_Me_to_Prove_Their_AI_Monitoring_Methodology%3F

Measuring AI search is hard because answers are non-deterministic and suffer from massive geo variability. Traditional tools miss this, so we built our own stack