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Introducing Query Fanouts: See what Answer Engines are really searching for

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Praneeth Alla

8 Oct, 2025

When you ask ChatGPT a question, it doesn't just answer from memory. It generates several related queries and searches the web using those queries before synthesizing its response. We call these intermediary searches "query fanouts" — and they're a critical blind spot for most brands.

The problem: your brand might rank well for the user's actual question, but if the AI expands that question into sub-queries that you're invisible for, your content won't make it into the final response. Query Fanouts makes this invisible process visible.

How Query Fanouts works

  • For each tracked prompt, we capture the sub-queries ChatGPT generates during its retrieval process
  • We show you which sub-queries your brand appears for and which you're missing
  • We identify the highest-volume fanout patterns for your category
  • Content recommendations target your highest-priority fanout gaps

In our beta testing, brands that optimized specifically for their highest-volume fanout patterns saw 40-60% improvements in final response citation rates within 60 days. Query Fanouts is available to all Enterprise customers starting today.

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