queryfanout.io
Get insights on what LLM's search before answering.
queryfanout.io launched on April 28, 2026 with 1 votes, #8,101 of 21,248 launches that month.
What it does
When you ask an AI a question, it runs 10+ hidden searches you never see. Use this tool to uncover the exact "fan-out" queries ChatGPT and Claude use to cite sources. Stop guessing and start ranking where it matters.
Every prompt an AI receives gets fanned out into a dozen sub-queries it runs against the web. This tool shows you the exact fan-out for any prompt, the cited sources, and a priority score on each sub-query.
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After being asked about it a million times, I built a tool that tracks how you and your competitors show up in chatgpt queries. We analyze your site, figure out your ICP and competitors, then ask llms questions that your customers would be asking. Would love some feedback on what's good and what's missing
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