AI Sourcing and Matching to Find the Right Candidate

How it works

The candidates are there, but how do you (re)find them?

Jemmo cross-references your pool (ATS, resumes, job boards) and 25M enriched public profiles. One query, in natural language — and the talent you already had finally surfaces.

01.

Describe your need in natural language.

No LinkedIn boolean, no ATS filters to tick. You describe the role like you would to an experienced colleague — Jemmo understands intent, priorities, and business context.

Semantic matching replaces keyword search. One query, a justified shortlist.

Your brief"3 senior fullstack devs — Next.js + Postgres, open to the market, available within 2 weeks."

1Search · ATS + 25M public base2.1s

2Signals · availability + market openness0.8s

3Justified shortlistinstant

02.

The signals no one else has.

Beyond the resume: estimated availability, market openness, activity freshness. Attributes computed continuously from public signals and 10 years of tech recruiting expertise — invisible elsewhere, decisive here.

You don't get a long list. You get the profiles most likely to reply — and to sign.

Market openness

Availability

Semantic match

Activity freshness

Estimated responsiveness

Similar profiles

03.

Rediscover the talent you already had.

How many profiles are asleep in your ATS or your old resumes? Connect Teamtailor, Flatchr, your job boards, or import your PDF/CSV files. Jemmo re-qualifies every profile with its signals — and surfaces the ones you'd forgotten.

The result: your internal pool and 25M public profiles queried by the same AI, from the app, MCP or API.

Teamtailornative connector

Flatchrnative connector

Job boardsauto sync

CSV / resumedrag & drop

AI parsingmulti-format

APIopen

ATS & job board sync — included in Pro and Enterprise

What Jemmo does

Six features. Three ways to access them.

Everything Jemmo can do is available in the app, via MCP and via the API. Same data, same signals, same match quality.

Smart matching

A natural-language brief is enough. Jemmo understands filters, criteria and intent, then returns a justified shortlist.

Public base +25M

25 million enriched public profiles on top of your internal pool. At no extra cost.

Exclusive signals

Availability, market openness, activity freshness — computed continuously, invisible elsewhere.

Similar profiles

Semantic skill analysis to expand any shortlist in one click.

ATS & job board sync

Teamtailor, Flatchr, job boards, bulk import. Your forgotten talent surfaces automatically.

Organization rules

Boost, exclusion, configurable business filters. Your rules, applied everywhere.

Jemmo cut our sourcing time by 3. The AI truly understands the context of each role and suggests relevant candidates we'd have missed by hand.

Marie Dubois · Head of HR

Numbers

Immediate. Measurable.

Across teams that moved their sourcing to Jemmo.

−70%

Sourcing and qualification time.

vs manual sourcing

+45%

Placement success rate.

semantic & contextual analysis

3×

Faster to reply to candidates.

cohort average

100%

GDPR compliance & traceability.

full audit

Try Jemmo

Three ways. Two minutes each.

Pick the angle that suits you — interface, AI assistant or custom integration. Same data, same signals, same 25M profiles.

01.the fastest

The Jemmo app

The full web interface. Brief Jemmo in natural language, manage your shortlists, share with your team.

No install, it runs in the browser
2-week free trial to test on real needs
Shared lists, ATS sync, full pipeline

Open the app

02.for AI power users

The Jemmo MCP

Connect Jemmo to your favorite AI assistant via MCP. You talk to it, it calls Jemmo, it returns a justified shortlist.

Compatible with any MCP client (Claude, Cursor, Windsurf…)
API key per workspace · 2 minutes to connect
Sourcing in the flow, inside your work tool

https://app.jemmo.io/api/mcp

03.for tech teams

The Jemmo API

Integrate Jemmo into your workflows, your in-house ATS or your internal agents. REST, key per project, full audit.

search, signals, shortlist, similar endpoints
Webhooks for lists and signal changes
Generous quotas from the Pro plan

Read the API docs

Not sure which entry point is right? Book 15 min with a Talent Advocate

Pricing

Start for free. Scale when it makes sense.

The app, MCP and API are included in every plan. 2-week free trial on Starter and Pro.

Starter

freelancers & small teams

€25/ month · 1 seat

AI matching, the app and MCP. Enough to source solo, from the very first brief.

Contextual AI matching✓
App + MCP + API✓
Private pool rediscovery10K candidates
Public & FRK basesAdd-on

Start — 2-week trial

Built for large accounts. 100% French.

IAwards 2025 winner. Backed by FreelanceRepublik since 2014. The certifications your legal department will ask for.

GDPR

Full compliance, audit trail, right to erasure.

SOC 2

Security, availability and confidentiality controls.

EU-hosted

Data hosted in France. Sovereign AI.

SSO + audit log

Per-workspace scopes, exportable audit, instant revocation.

FAQ

The questions that keep coming up.

What are the 3 ways to use Jemmo, concretely?+

The web app to brief Jemmo, manage your lists and collaborate as a team — the same experience as a classic sourcing tool, only faster. The MCP to call Jemmo from your favorite AI assistant. The REST API to integrate Jemmo into your in-house ATS or your workflows. All three share the same data and the same signals.

How do I get started fastest?+

Create an account at app.jemmo.io — 2-week free trial. You test your first brief in under 2 minutes. MCP and the API can be activated afterwards from your settings, without changing plans.

Which AI assistants are compatible with the MCP?+

Any MCP-compatible client. Setup takes 2 minutes: you paste your Jemmo endpoint URL into your assistant's connector settings, you authorize, you're connected.

Where do the profiles come from?+

Two sources: your internal pool (ATS, resumes, job boards, imports) and 25 million aggregated public profiles, then enriched with our exclusive signals: market openness, estimated availability, activity freshness. GDPR compliance guaranteed.

How does ATS & job board sync work?+

Native connectors for Teamtailor, Flatchr and others. Real-time sync of candidates and openings. You can also bulk-import (PDF, DOCX, CSV, URLs) — AI parsing structures everything automatically. Included in Pro and Enterprise.

What is rediscovery?+

Your old ATS candidates, your old resumes, your profiles on standby. Jemmo re-qualifies the whole set with its signals and surfaces the ones that are relevant and available today. It's often the first real value teams see.

Is my data secure?+

GDPR, SOC 2, EU hosting. Data encrypted at rest and in transit. SSO, full audit trail, instant key revocation. No candidate data trains third-party models.

What's the relationship between Jemmo and FreelanceRepublik?+

Jemmo was born at FreelanceRepublik, building on 10 years of tech sourcing experience. It's the sourcing AI. FreelanceRepublik remains the freelance operator for those who want a human Talent Advocate and commercial contracting.

Your next search is one brief away.

Create your account and pick your angle: app, MCP or API. 2 minutes, 2-week free trial.

Create my account · 2-week trial Book a demo