Rezmatch.ai
Parses résumés and job descriptions into structured JSON and scores candidate-role fit with evidence-based explanations
The product is an API that parses résumés and job descriptions into structured JSON and scores candidate-role fit with evidence-based explanations. It solves inconsistent parsing and indefensible similarity matching for hiring workflows. It is for developers and product teams building applicant tracking systems, job boards, staffing platforms and recruiting agents, serving HR and recruiting teams via B2B platforms. It is delivered as a REST API, MCP server and agent skills with pay-per-use credits and no résumé storage.
Key features
- Parse résumé PDF text or URL to JSON
- Parse job description to structured JSON
- Match candidate to role with fit score
- Score requirements with evidence
- Hard gates for missing must-haves
- Normalize phones to E.164
- Canonical titles and employers
- Compute tenures and seniority
- Taxonomy-pinned skills extraction
- Redact name and demographic proxies
- Normalize title and skill endpoints
- Reuse candidate JSON across pool
Social posts
- No social media activity detected
GTM channels
- API
- Docs
ICP
- Software developers
- Recruiting teams
- HR people teams