Fan-Out Queries Explained: A Guide for AI Visibility
When prompting an LLM model, the AI typically performs so-called fan-out queries, which means that it independently performs and processes multiple searches about a topic at the same time. That matters for AI visibility because a brand can rank for the obvious query and still miss the sources an AI model actually checks. If you want more consistent mentions, it helps to think less about single-keyword rankings and more about branch coverage across the subtopics, comparisons, evidence types, and editorial sources an AI engine may consult.