Measuring AI search isn't like tracking traditional blue links. Answers are...

https://iris-wiki.win/index.php/Why_Prompt_Quirks_Change_Mention_Extraction_Reliability

Measuring AI search isn't like tracking traditional blue links. Answers are non-deterministic, and geo variability means your visibility shifts by city or neighborhood. Most agencies build their own stacks because black-box tools can't capture the nuance