Here is the summary (82 words): Measuring AI search visibility is difficult...

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

Here is the summary (82 words): Measuring AI search visibility is difficult because LLM outputs are inherently non-deterministic and suffer from massive geo variability