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Query Fan-Out Optimization: 8 Tactics for LLM Citations

March 16, 2026 Brandon Gaille, Aided CEO and Founder

Query fan-out is the process AI search engines use to turn one user question into 5 to 20 simultaneous sub-searches. If your content does not show up across those sub-searches at the passage level, you are invisible in AI-generated answers, regardless of your Google ranking. This is the current standard architecture powering Google AI Mode, […]

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© 2024-2025 Aided.com. All Rights Reserved.

  • Privacy Policy