Measuring AI search visibility is a nightmare because LLMs are...

https://www.mediafire.com/file/7ra7sad0666zizr/pdf-88295-17336.pdf/file

Measuring AI search visibility is a nightmare because LLMs are non-deterministic and highly geo-variable; the same prompt in New York often yields a completely different result in London. Standard rank trackers just don’t work here