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SeedUserFinder

Built at Meta Global AI Developer Hackathon · Oct 26, 2026 · Remote

SeedUserFinder — Demo video

EarlyProof help founders finds your first users where they're already complaining about the problem your product is trying to solve: you describe your audience, their pain, and their workaround, and EarlyProofs finds forums and channels for real people expressing that pain, judges each candidate with a quoted-evidence verdict, drafts the outreach in your voice, and tracks everyone from stranger to user. Under the hood it's an agentic pipeline — a Scout agent maps where your people talk (per product, nothing hardcoded), parallel Searchers sweep each channel, a semantic rerank scores meaning rather than keywords and fuses with lexical signals, and a Judge agent classifies every candidate with confidence, where every agent output passes a schema validator that retries once and then fails openly and safely.

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