For technical recruiting teams
Stop sifting 800M resumes. Find engineers who match.
MatchTalent.ai uses deep semantic code analysis to rank candidates by actual project output, not fluffy LinkedIn headlines.
Free to sign up. Upgrade any time to unlock AI candidate matching.
85%
shortlisting accuracy
3x
response rate on technical outreach
5s
to surface top verified matches
Keyword search vs. semantic match
A traditional keyword query returns hundreds of superficial profiles. MatchTalent parses repositories to surface verified matches in seconds.
Keyword search
—- Run the comparison to see results
MatchTalent
—- Run the comparison to see results
Illustrative simulation for demonstration purposes.
Built for technical sourcing
Code-Level Signal
We analyze GitHub/GitLab contribution history, commit depth, and framework proficiency — not just what a resume claims.
Autonomous Match Agents
Agents parse job specs and rank candidates by verified technical output, ranked above keyword buzzwords.
Hyper-Contextual Outreach
Outreach drafted from a candidate's actual repositories, pull requests, and public work — not a template.
One-Click ATS Sync
Export shortlists directly to Greenhouse, Lever, and Ashby.
How MatchTalent compares
| competitors | MatchTalent.ai | |
|---|---|---|
| Search paradigm | Keyword index across an 800M-profile web pool | Semantic analysis of code, commits, and project architecture |
| Verification | Relies on self-reported resumes and LinkedIn data | High-signal verification from live code and project impact |
| Outreach | Standard automated email sequencing | Context-aware messages referencing specific repos and PRs |
| Pricing / speed | Sales demo required for full features | Frictionless preview, no gated booking wall |
Based on competitor's publicly marketed positioning; capabilities may change.
What a verified match looks like
Illustrative sample — not a real candidate.
candidate-a17
96% fitStaff-level distributed systems engineer
412 commits across 9 public repos · authored a consensus module now in production use
candidate-c04
91% fitSenior backend engineer, infra focus
Led a sharded datastore migration · 3 merged RFCs on public repositories
Clients
Keep every client relationship, contact, and open engagement in one place.
Roles
Track open roles from intake to close, with status visible at a glance.
Candidates
Move candidates through your pipeline and see submissions by stage.
Simple pricing
Start free. Upgrade when you're ready to unlock AI candidate matching.
Solo
For independent recruiters and solo firms.
$49/month
- —1 user
- —Unlimited clients & roles
- —AI candidate matching
Team
For growing firms with a full desk.
$500/month
- —Up to 5 users
- —Unlimited clients & roles
- —AI candidate matching