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Juicebox

Natural language talent search

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What Juicebox is

Juicebox, marketed as PeopleGPT, is a sourcing engine for hiring teams. You describe the person you want in plain language and it searches public profiles, verifies details and drafts outreach, aimed at founders, recruiters and talent teams who would otherwise spend hours on Boolean strings.

What you can do with it

  • Search candidate profiles by description
  • Cover several public sources at once
  • Verify and enrich contact details
  • Draft outreach messages
  • Build lists for a specific search

Who it is for

  • Hiring leads and founders
  • Executive search researchers
  • Talent teams sourcing niche roles

What to watch out for

  • Sourcing from public profiles is still personal data processing: document lawful basis, honour objections and avoid protected attributes in your filters
  • Cold outreach must follow consent and marketing rules in each recipient's jurisdiction
  • Inferred profiles can be wrong, so never treat a match as verified information about a person
  • Search filters that reference age, nationality or similar characteristics create discrimination exposure

Pros & cons

✓ What we like

  • Natural language search beats Boolean strings
  • Broad public profile coverage
  • Contact verification included

! What to watch out for

  • Data protection obligations remain
  • Inferred profiles can be wrong
  • Filter design can create legal exposure

FAQ

Where does the data come from?

Public profiles across multiple sources, according to the vendor.

Can I use any filter I like?

No. Filters touching protected characteristics create discrimination risk.

Is outreach lawful?

It depends on the recipient's jurisdiction and consent rules, so check before bulk sending.

Last reviewed: 2026-09-18

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