Query Expansion Strategy

Maximize AI visibility through query fan-out coverage.

How LLMs Process Queries

LLMs expand queries into 5-10 semantic variations (sub-questions) before generating responses. To get cited:

1. Cover topic clusters comprehensively
2. Include semantic variations naturally
3. Address related questions
4. Build entity relationships
5. Create topical depth

Query Fan-Out Analysis