Measuring AI search is hard; answers are non-deterministic and shift by...

https://instaquoteapp.com/neighborhood-level-geo-testing-for-ai-answers-is-that-even-possible/

Measuring AI search is hard; answers are non-deterministic and shift by geography. Off-the-shelf tools fail here. We use residential proxies for authentic lookups and multi-LLM orchestration to parse output