Rezmatch.ai

Rezmatch.ai is an API that turns résumés and job descriptions into structured data and explainable candidate-role scores. It suits teams building hiring products more than recruiters seeking a standalone screening app. Its strongest case is evidence-backed matching with explicit data-handling measures, though usage credits and the absence of a standard-plan uptime commitment matter for production use.

Overview

Rezmatch.ai is designed to be embedded in applicant tracking systems, job boards, staffing platforms, sourcing tools, recruiting agents, HR analytics products, talent marketplaces and screening copilots. It returns parsed information, scores and explanations; it does not make hiring decisions. Customers remain responsible for those decisions and applicable legal compliance.

Key features

The API accepts résumé and job-description text, URLs or files. PDFs parse natively, and job-board URLs can be fetched directly. Résumé output normalizes phone numbers to E.164, titles and employers to canonical forms, tenure calculations and skills to a taxonomy. That consistency can help products compare varied submissions, but it requires a team able to integrate an API.

Matching results show which requirements are met or missed and cite résumé evidence. Missing hard requirements cap the score, so teams can see why a candidate ranks lower rather than relying on a bare number. Rezmatch says automated parity tests check that name, age and ethnicity signals do not move scores. Those measures do not shift responsibility for hiring decisions or legal compliance away from the customer.

Document content is retained only during request processing and then deleted; the privacy policy says text is not written to the database or application logs. Security measures include encryption in transit and at rest, hashed API keys, managed secrets, least-privilege access controls, verified billing webhook signatures and automatic expiry for temporary processing storage. These are useful safeguards for sensitive documents, though the service does not offer a contractual uptime commitment on standard plans.

A hosted MCP server connects with Claude and other MCP-capable clients using OAuth or API-key authentication. Developers also get an OpenAPI 3.0 specification, an interactive playground, and curl, Node.js and Python examples. Support is available at [email protected].

Pricing

Pricing combines recurring credit allowances with one-time credit purchases. A full résumé parse-and-match screening costs 8 credits, failed calls are refunded, and monthly credits do not roll over. The approximate screening counts below reflect that usage rate.

The free tier is a practical way to assess the API, but its 100 credits and two-page résumé cap constrain larger evaluations. Starter is the entry point for ongoing use; Growth and Scale raise both monthly volume and request rates, while retaining the 10-page résumé limit. One-time credits never expire, making them a better fit for irregular workloads than a monthly allowance that lapses. Enterprise is the option for custom limits and a written service-level commitment; standard plans have no contractual uptime commitment.

Platforms

Rezmatch.ai is available through an API and on the web. Its hosted MCP server extends access to Claude and other MCP-capable clients.

Who it's for

Choose Rezmatch.ai if you are building hiring software and need normalized résumé data plus explainable role-fit scoring that can slot into your own workflow. It is less suitable for an individual recruiter who wants a complete screening product, or for a team that requires a contractual uptime commitment without an Enterprise agreement.

Pros and cons

• Pro: Requirement-level explanations backed by résumé evidence make scores more interpretable than an unexplained ranking.
• Pro: Document text is deleted after processing and excluded from the database and application logs, alongside a stated set of security controls.
• Pro: One-time credit packs do not expire, which can suit uneven usage.
• Con: Monthly credits do not roll over, so quiet months can leave part of a subscription unused.
• Con: The free plan caps résumés at two pages, and the 8-credit screening cost limits its starter allowance to about 11 full screenings.
• Con: Standard plans carry no contractual uptime commitment; written SLAs require a separate Enterprise agreement.

Alternatives

Candidate Screening Software and Resume Parsing Software are useful starting points for comparing products by category. Consider these named alternatives when their stated platform or pricing model better matches your needs:

• CVViZ Job Distribution is worth considering if you want a paid service with a free trial and its Starter plan's 5 active jobs and unlimited users.
• Humanly Intelligent CV Screening may suit teams looking for a freemium web-based screening product, with an Explorer tier that allows up to 10 CVs per run and five job descriptions each day.
• SkipCV is another freemium web option; its free Standard plan provides 20 credits and limits each analysis to 8 candidates.
• Talsense offers a freemium API and web product, with a free plan covering 50 résumé reviews per month alongside other stated allowances.
• VeraHire may fit buyers who prefer a paid web service with a free trial and a pay-as-you-go option.
• Hirvana has a freemium web plan that includes 100 résumé analyses, alongside other 100-item allowances.
• Job-Eval is a free and open-source option for teams seeking self-hosted website evaluation and batch scoring on CPU or GPU.
• CandiSift is a free open-source, self-hosted API and web alternative; LLM processing can incur per-token costs.

Verdict

Rezmatch.ai is a strong fit for product teams that need to embed normalized résumé parsing and evidence-backed matching, particularly when controlling document retention matters. Its clearest advantages are explainable scores, broad developer tooling and non-expiring one-time credits. Look elsewhere if you need a turnkey recruiter-facing application or require a standard-plan uptime guarantee.