Measuring AI search visibility is a headache because you’re dealing with...

https://lima-wiki.win/index.php/What_is_the_Real_Difference_Between_AI_Rank_Tracking_and_AI_Mention_Tracking%3F

Measuring AI search visibility is a headache because you’re dealing with non-deterministic answers and extreme geo variability that standard tools can’t touch. Most off-the-shelf solutions fail here