Measuring AI visibility is fundamentally broken because answers are...

https://extra-wiki.win/index.php/How_Do_I_Explain_Non-Deterministic_AI_Behavior_to_My_Boss_in_One_Minute%3F

Measuring AI visibility is fundamentally broken because answers are non-deterministic and heavily influenced by geo variability. You cannot rely on static, black-box reporting. This is why enterprise teams are building custom stacks