AI search is a moving target. Measurement is difficult because results shift...

https://wiki-mixer.win/index.php/The_Data_Gap:_Mention_Extraction_vs._Attribution_Validation

AI search is a moving target. Measurement is difficult because results shift constantly due to non-deterministic answers and intense geo variability. Standard rank trackers fail here