Measuring AI search visibility is a moving target because LLMs provide...

https://source-wiki.win/index.php/What_is_the_best_way_to_compare_brand_citation_share_across_regions%3F

Measuring AI search visibility is a moving target because LLMs provide non-deterministic answers that shift constantly. Your presence changes based on location, and geo-variability is now the ultimate ranking factor