AI search is notoriously hard to track because answers are non-deterministic...

https://www.instapaper.com/read/2008512780

AI search is notoriously hard to track because answers are non-deterministic and fluctuate wildly based on geo variability. Generic rank tools fail here; to get real signal, we build custom stacks