OpenSource
LinkedIn Recruiter

Same candidate.
30x cheaper.

A Recruiter Lite seat rents you 30 InMails a month and no way to reach anyone outside LinkedIn. Your agent finds the same person and the contacts LinkedIn won't show you, and you pay per candidate.

LinkedIn Recruiter Lite

Maya RaoStaff Backend Engineer · London

🔒$170/month

30 InMails · no email · no phone

$5.67per candidate reached

Claude Code + treg

Maya RaoStaff Backend Engineer · London

✉maya.rao.dev@gmail.com✓

☎+44 7700 900123✓

$0.19per candidate, personal email + mobile included

Matched on her
full social footprint.

A LinkedIn title says what someone is called. The agent reads the job post, then checks each candidate where their work actually shows up, from career history to code, talks, papers and posts, and cites every source it used.

treg searches 14 sources per candidate

Who they are

LinkedIn search

profiles by title, skill, place

LinkedIn posts

what they write about

X posts

what they talk about

What they've built

GitHub

repos, stars, commits

Stack Overflow

answers in their stack

YouTube talks

conference talks

Google Scholar

papers

Whether they'd move

Job changes

tenure and moves

Company news

layoffs, funding, reorgs

Crunchbase

their employer's story

How to reach them

✉Personal email

not their work one

☎Mobile phone

cheapest first

Email verify

deliverable, won't bounce

Carrier check

live mobile, not a landline

Maya RaoStaff Backend Engineer · Ledgerly · London

example candidate

0match to the job

the job askswhat the agent found, and where

5+ years backendfrom the job

9 years, all backendBrightpay → Kestrel Bank → Ledgerly

✓ match

Built payments in Rustfrom the job

Wrote a payments ledger in Rustrust-ledger ★ 1.2k on GitHub · a talk on moving £2B a day to it

✓ match

Based in Londonfrom the job

Lives in LondonShoreditch · 25 min to the office

✓ match

Fully vested in 2 monthswhat you can't search for

Joined Ledgerly Dec 20224-year vest ends Dec 2026 · the usual moment to move

✓ timing

evidence from 7 sources · about $0.02 a candidate on a recorded run

Her personal email.
Her mobile.

treg asks every vendor that finds personal emails or mobiles, cheapest first, and stops at the first answer. A miss costs nothing. Emails are checked deliverable; numbers are checked live with the carrier.

✉Personal emailnot her work one

Fiber$0.04waiting

Aviato$0.08waiting

LimaData$0.10waiting

ContactOut$0.25waiting

Sixtyfour$0.48waiting

✓ verified personal emailmaya.rao.dev@gmail.com

☎Phone numberher mobile

BlitzAPI$0.0005waiting

QuickEnrich$0.0048waiting

AI Ark$0.026waiting

Tomba$0.044waiting

Wiza$0.13waiting

✓ live mobile+44 7700 900123

The best personal email finder
is all of them, stacked.

We sent the same 30 real candidates, by LinkedIn URL, to every vendor and verified every answer. No single vendor got past 77%. Stacked, treg found 80% for a third of the price per email.

Verified personal email found30 candidates · cost per valid email

EnrichLayer10%$0.13

LeadMagic40%$0.06

Fiber43%$0.04

LimaData50%$0.11

Aviato53%$0.09

ContactOut best alone77%$0.28

treg all stacked80%$0.10

Live mobile found30 candidates · checked with the carrier · cost per live mobile

AI Ark23%$0.049

LeadMagic30%$0.167

Tomba40%$0.037

Prospeo n=1553%$0.276

Wiza best alone53%$0.195

treg all stacked57%$0.21

Every people-data vendor.
One key.

Your agent asks for a job, not a vendor. treg tries the vendors that can do it, cheapest that answers first, and a miss on a pay-per-hit vendor costs nothing. Bring a key you already pay for and treg uses it first, never marked up.

Find people

CrustdataPeople Data LabsCoresignalExaApolloAviatoIcypeasLeadsforgeSumbleDiffbotParallelCrunchbaseHarvestAPICompanyEnrichMoltsetsEnrichLayerLushaContactOutLeadMagicProspeoWizaAI ArkBlitzAPIQuickEnrichFindymailHunterDropleadsGetLeadsOcean.ioFiberLimaDataSixtyfour

Mobile phone

BlitzAPIQuickEnrichAI ArkTombaWizaProspeoLeadMagicLeadsforgeLushaContactOutDatagmaDropleadsFindymailGetLeadsOcean.ioAviatoLimaDataSixtyfour

Personal email

FiberAviatoLimaDataContactOutSixtyfour

Verify

MillionVerifierZeroBounceHLR LookupTrestle

What a seat buys you

Prices are LinkedIn's list prices as published by third parties; check LinkedIn's own page for your region.

Recruiter LiteSales Navtreg

Price$170/mo$99.99/mopay per candidate

Reach30 InMails50 InMailsno limit

Personal email✕✕✓

Mobile✕✕✓

Per person reached$5.67$2.00$0.19

How a run goes

The recruit skill turns your agent into the sourcer. It shows you the criteria before it spends anything, and every stage is counted in a run file you can check.

1. Read the jobFrom the LinkedIn post URL, or the text you paste.
2. Agree the criteriaTitle variants, must-have skills, seniority, location. Shown to you in five lines first.
3. SearchOne routed people search per title variant, across the people-data vendors.
4. Filter and rankDrops the wrong location, seniority or job family, with a reason for each. Ranks the rest with one line on why.
5. Check the evidenceCited facts from career history, code, talks and posts move a candidate up or down.
6. Find the contactsPersonal email and mobile for the shortlist, cheapest vendor first, each one verified.

# in Claude Code, Codex or any agent with treg set up
› find candidates for linkedin.com/jobs/view/4021877351

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