Measuring AI search visibility is a nightmare because answers are...

https://wiki-planet.win/index.php/Why_do_brands_vanish_from_AI_results_after_a_model_update%3F

Measuring AI search visibility is a nightmare because answers are non-deterministic and heavily influenced by geo variability. You aren't just ranking anymore; you’re fighting a shifting target