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

https://telegra.ph/Entity-Disambiguation-for-Brand-Mentions-How-to-Stop-Your-Brand-from-Being-Misidentified-05-04

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