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AI-Native SaaS · Startup idea
Recruiting is the second-most-automatable office job after sales — structured inputs, structured outputs, and the human only matters at the end. The buildable agent does the top of the funnel.
Why now
LinkedIn rate-limited the sourcing market. ATS tools (Greenhouse, Lever) refuse to ship real AI. The greenfield is a tool that does sourcing across LinkedIn, GitHub, and a custom signal set, then runs a structured screening conversation before a human sees the candidate.
The idea you could build today
Define the role in a chat input. Agent generates a search query, scrapes public profiles, scores against the criteria, drafts the outreach. When a candidate replies, agent runs a 5-question screen. Human reviews the screened pile, not the raw funnel.
Build stack
The three repos already trying
AI-Powered Photos App for the Decentralized Web. We are on a mission to protect your freedom and privacy.
Framework migration
+109%
14-day velocity Δ
100 contributors
Engineering hiring burst
+55%
14-day velocity Δ
97 contributors
Framework migration
+35%
14-day velocity Δ
60 contributors
Matched against the current-period startup signal panel (hr-tech, enterprise-saas, ai-ml). Rankings shift weekly as the underlying GitHub activity moves. Read the methodology.
The seed-round pattern hiding in the trendline
ATS repos and OSS "recruiter copilot" projects that add LinkedIn/GitHub graph traversal to their core in a 60-day window are the seed-stage tells. The contributor growth around the scrape layer is the leading indicator.
LinkedIn already has, which is the wedge — the next-generation tool sources without LinkedIn. GitHub, conference attendee lists, Substack subscribers, open-source contributor graphs are the new sourcing surfaces.
Use the signal, not just the idea
The repos above re-rank automatically as commit velocity, contributor growth, and new-repo creation move. Want the data feed for this idea wired into your own stack? The MCP server exposes every signal as a tool any agent host can query.
Updated 2026-05-18. The framing is editorial; the “three repos already trying” slot is generated from the live signal panel. Anonymity rule: we name public GitHub orgs, never individual founders or stealth teams.