MatchLenz review
Explainable résumé scoring for small recruiting teams, but not a full ATS.
Reviewed by iTechGuides Editors · Editorial team · Updated Oct 2026
MatchLenz is a browser-based, cloud-deployed AI document-screening service from 株式会社COMPASS. It is aimed at small and mid-market recruiting teams that want structured comparisons of résumés and work histories. The service extracts 23 fields from PDF job descriptions, then evaluates uploaded candidate documents across skills, experience, culture, growth potential, and risk. It presents supporting excerpts from the résumé, helping hiring teams see why a candidate received a particular score.
Pricing is usage-based with a monthly component. The homepage offers up to 10 free candidate evaluations without a credit card. Paid usage is advertised at ¥50 per evaluation combined with a monthly fixed charge. The main differentiator is adjustable scoring: teams can change criterion weights for each job instead of applying one fixed rubric. MatchLenz also records hiring decisions and feedback, allowing those inputs to inform subsequent evaluations. This makes it useful when a team wants a repeatable, document-centered screening process.
Its scope is deliberately narrower than a conventional applicant tracking system. MatchLenz does not provide career sites, interview scheduling, or job-board distribution, so teams would need other tools for attracting applicants, coordinating interviews, and publishing openings. The service accepts PDF résumés and work histories for evaluation and runs on the web. Choose MatchLenz when explainable résumé comparison is the main requirement; choose a broader ATS when the workflow needs recruiting operations beyond document screening.
MatchLenz pros and cons
- Where it wins
- Scores candidates across five adjustable evaluation criteria
- Shows résumé excerpts that explain each score
- Records hiring decisions and feedback for later evaluations
- Where it doesn't
- No career site, interview scheduling, or job-board distribution
- Accepts PDF résumés and work histories rather than broader formats
- Focused on screening, not end-to-end applicant tracking
MatchLenz fact sheet, pricing and score →
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