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Feature · 02 of 07

The FRK pool + 25M public profiles.

80,000 vetted FRK freelancers merged with 25M aggregated and enriched public profiles. One API, two sources, automatic dedup. Large-scale sourcing without losing relevance.

claude.ai · jemmo.matchactive
You
Look for Lead Data profiles in Paris, prioritizing the FRK pool, otherwise expand to public profiles.
Claude
I'm calling jemmo.match with source = pool+public, dedup enabled.
Jemmo
12 profiles — 4 vetted FRK (✓ badge), 8 enriched public. Sorted by fit.
Two sources, one search

80K vetted + 25M enriched.

The FRK pool is the result of 10 years of manual curation. The public base is continuously enriched. Both in the same query.

a.

Vetted FRK pool

80,000 human-validated tech freelancers. Mission track record, client feedback, qualitative scoring. 20,000 active at all times.

b.

25M enriched public

Aggregation of LinkedIn, GitHub, Stack Overflow, specialized sources. Every profile enriched with our signals: market openness, availability, freshness.

c.

Unified search

One prompt, two sources queried in parallel. Automatic deduplication on identifiers and profile semantics.

How it works

Two sources, one single shortlist.

01.

FRK pool: 10 years of curation.

Every profile in the FRK pool is manually validated by our Talent Advocate team: phone call, stack verification, mission feedback, qualitative scoring.

The result: an ultra-strong quality signal, but a limited volume. Ideal for senior hires and strategic missions.

Vivier FRK« Lead Backend Go, qualifiés FRK uniquement. »
1jemmo.match · source = frpk_vetted1.4s
2jemmo.shortlist · 4 profilsinstant
02.

Public base: 25M enriched profiles.

Continuous aggregation of LinkedIn, GitHub, Stack Overflow, industry sources. No intrusive scraping — public, GDPR-compliant data only.

Every profile receives our exclusive signals: market openness, estimated availability, activity freshness, estimated responsiveness.

Base publique« Lead Backend Go, élargir aux profils publics. »
1jemmo.match · source = public_pool2.6s
2jemmo.signals · enrichissement0.8s
3jemmo.shortlist · 32 profilsinstant
03.

One search, two sources.

Your prompt queries both pools in parallel. Profiles are merged, deduplicated (semantic matching on name + history), and sorted by fit.

Vetted FRK profiles arrive with a distinct badge in the shortlist. You see the signal quality at a glance.

Recherche unifiée« Lead Backend Go, vivier + public, dédup. »
1jemmo.match · source = both3.1s
2jemmo.dedup · sémantique0.4s
336 profils · 4 qualifiés FRK badgésinstant
Use cases

Which hires is it built for?

The pool+public combination unlocks sourcing that's impossible with either one alone.

Senior tech

Strategic mission

The FRK pool delivers the best vetted profiles in seconds. With no competition from other clients on those profiles.

"Lead Platform AWS, 10+ years, available in 1 month, 12-month mission. FRK pool first."
Volume

Full squad

To staff a team of 5+ profiles, the public base extends the pool without losing relevance, thanks to the signals.

"Data squad: 1 lead, 2 engineers, 1 analytics, 1 DevOps. Paris or remote FR."
Scarcity

Rare stack

When the pool has no profiles on the stack, the enriched public base saves the sourcing.

"Senior Elixir dev, fintech experience, available within 3 weeks."
Comparison

vs classic LinkedIn scraping.

CriterionLinkedIn scrapingJemmo pool + base
Profile volumeLimited to the scraper80K vetted + 25M public
Quality vettingNoneHuman-validated FRK pool
Availability / openness signalsComputed continuously
GDPR complianceRiskyGuaranteed, full audit
DeduplicationManualAutomatic, semantic
Go further

Related features.

Your next hire is already in the pool.

Connect Jemmo to your AI and access the 80K vetted + 25M public in 2 minutes.