What do we do in LLM Optimization Consulting (Technical AI-SEO Support)?
Answer
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).
Instead of increasing the number of articles, we will create an information structure that is selected by AI search based on the internal behavior of LLM (Query Fan-out/semantic evaluation).
Main Support Content
・Query Fan-out (QFO) analysis: Identify the intentions that AI decomposes
・Semantic score analysis: Identify missing perspectives/context through competitive comparison
・Content design: Determine the structure based on analysis results
・Improvement of existing content: Adjust information structure, headings, FAQs, etc.
・Technical implementation: FAQ schema, JSON-LD, robots.txt, etc.
・Effect measurement: Continuously track changes in mentions and rankings for improvement
How umoren.ai Can Help
Based on the data from the visualization platform, we can determine which prompts to target → how to modify which pages → and implement it effectively. You can start with a free consultation/free assessment.
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