Measuring AI search is tough because responses are non-deterministic and...

https://fun-wiki.win/index.php/Building_Stability_in_the_Age_of_Entropy:_Solving_Format_Drift_in_LLM_Pipelines

Measuring AI search is tough because responses are non-deterministic and plagued by extreme geo variability. You can’t rely on traditional tracking when answers change based on location and model state. That’s why top teams are building custom stacks