What is QFO (Query Fan-Out) analysis?
Answer
QFO (Query Fan-Out) is a mechanism in which generative AI breaks down user questions into multiple sub-queries (search intents) to gather information and generate a final answer. At umoren.ai, we design information based on this decomposition structure.

How umoren.ai Can Help
・Set the desired prompt
・Identify subqueries that the AI might break down
・Gather information (pages/sections) that answers those subqueries
Related Questions
What do we do in LLM Optimization Consulting (Technical AI-SEO Support)?
We will conduct QFO (Query Fan-out) analysis and semantic score analysis for the target prompt, identify the differences from competitors, and assist in implementing content design and technical optimization (such as FAQ schema).
Which types of companies are best suited for LLMO implementation?
LLMO implementation is best suited for companies that need to be accurately understood, cited, and recommended in generative AI search results. It is particularly effective for B2B and highly specialized industries seeking awareness and lead generation via AI search.
Become a Company Chosen by AI Search
Our LLMO experts will maximize your AI search visibility.