What it is
Juicebox (branded PeopleGPT) is the AI-native sourcing tool that replaces Boolean search with natural-language queries against a 800M+ candidate database compiled from LinkedIn, GitHub, conference attendee lists, paper authorship, and other public signals. Launched in 2023, Juicebox is the leading example of LLM-native recruiting tooling — built around a generative-AI primitive rather than retrofitting it onto a legacy product.
Why it shows up in Recruiting stacks
- Natural-language sourcing. “Find me senior Python engineers in Berlin who have contributed to open-source ML libraries and worked at fintech startups” produces a ranked candidate list in seconds. The Boolean queries that used to take a senior sourcer 30 minutes to construct are now a single sentence.
- Multi-source candidate enrichment. Pulls signal from LinkedIn (where most candidates live) plus GitHub (depth on technical roles), patent databases, conference speaker lists, paper authorship — sources Boolean LinkedIn searches can’t access.
- Built for AI-first recruiting workflows. Pairs naturally with Claude for outreach personalization and n8n for ATS sync; the assumption is that the recruiter’s stack is itself AI-augmented.
Pricing
- Starter — $79/month, individual recruiter use
- Pro — $399/month, team features, ATS integrations, advanced enrichment
- Enterprise — custom, SSO, advanced controls, dedicated CSM
- Per-seat economics work for SMB and growth-stage; enterprise teams negotiate volume tiers
Best for
- Growth-stage tech companies hiring engineers, designers, ML researchers (technical roles where deep signal matters)
- Recruiting teams that have already adopted AI in adjacent workflows (sourcing, screening, interview)
- Companies replacing LinkedIn Recruiter as their primary sourcing tool to reduce LinkedIn lock-in
Watch-outs
- Compete with established sourcing players (hireEZ, Gem, Findem) — Juicebox’s lead is in the natural-language UX; established players have stronger ATS integrations and CRM workflow
- Less effective for roles where candidate signal is sparse online (sales, operations, traditional management roles)
- Quality of database varies by geography — US/UK/EU best; sparser in some APAC and LATAM markets
- Not a replacement for an ATS — pair with Ashby, Greenhouse, or another ATS for the funnel-tracking layer