Measuring AI search visibility is broken because standard rank tracking doesn't...

https://hotel-wiki.win/index.php/Entity_Disambiguation_for_Brand_Mentions:_How_to_Stop_the_AI_Mix-Up

Measuring AI search visibility is broken because standard rank tracking doesn't apply to non-deterministic answers. Responses shift based on geo variability, making off-the-shelf tools blind to reality. To get actual data, we build our own stacks