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

https://blogfreely.net/murciajpvo/how-to-report-ai-visibility-without-faking-determinism

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