AI-Native SaaS · Startup idea
AI-native recruiting: the sourcer who works at 4am
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
- ·Apollo / SignalHire / Clay for enrichment
- ·Vercel AI SDK for the screening agent
- ·Inngest for the multi-day follow-up cadence
- ·Postgres for the candidate graph
The three repos already trying
Pulled live from our current-period signal index.
saas js is aenterprise saas series a/b startup, shipping product updates at an accelerated pace.
Deploy frequency spike
+999%
14-day velocity Δ
37 contributors
+573%
14-day velocity Δ
8 contributors
+200%
14-day velocity Δ
6 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.
Frequently asked
Won't the platforms shut you down?+
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
Watch this idea live, every week.
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.
Related ideas
Updated 2026-08-25. 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.