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

https://www.bookmarkidea.win/measuring-ai-search-visibility-is-a-nightmare-because-llms-return

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