A 'fan-out query' prompt template forces Claude/GPT to surface 100 real LLM search queries
nikvassev · x · 2026-08-22
The quoted post shares a Universal Fan-Out Query Prompt Template claimed to force Claude/GPT to hand you 100 queries people actually type into LLMs, as a cheap way to start earning AI citations.
Grounded in a 4-phase audit that supposedly pulls real commercial queries instead of hallucinations, the framework draws from Google autocomplete, People Also Ask, related-search blocks, live AI Overview output, Reddit/Slack/forum thread titles, G2/Capterra comparison slugs, competitor /vs, /alternatives and /pricing page H2s, YouTube titles ranking for the seed, and existing top-10 page titles.
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