Measuring AI search visibility is brutal because LLMs are inherently...

https://ameblo.jp/beausinspiringnews/entry-12965129107.html

Measuring AI search visibility is brutal because LLMs are inherently non-deterministic. Ask the same query from different cities, and geo variability ensures you’ll get wildly different citations. Off-the-shelf tools simply miss this complexity