AI search is a mess: non-deterministic answers and intense geo variability make...

https://telegra.ph/How-Do-I-Measure-Share-of-Voice-in-AI-Answers-Instead-of-Rankings-05-04

AI search is a mess: non-deterministic answers and intense geo variability make standard tracking impossible. Off-the-shelf tools fail, so leading agencies are building custom stacks using residential proxies and multi-LLM orchestration