AI search is a black box. Because answers are non-deterministic and heavily...

https://wiki-quicky.win/index.php/How_Do_I_Measure_Share_of_Voice_in_AI_Answers_Instead_of_Rankings%3F

AI search is a black box. Because answers are non-deterministic and heavily influenced by geo variability, standard rank tracking is officially obsolete. To actually measure visibility, you can’t rely on off-the-shelf tools