AI search isn't a static list of links; it’s a non-deterministic black box....

https://ace-wiki.win/index.php/The_Death_of_Traditional_Brand_Tracking:_Why_You_Need_an_Entity_Graph

AI search isn't a static list of links; it’s a non-deterministic black box. Because answers shift based on geo variability and model state, standard rank trackers are useless. That’s why we build custom stacks