Resume Mapper vs Rezmatch.ai

Resume Mapper parses CVs into structured candidate data for recruitment portals and maps extracted fields to a user's database schema. Its AI extraction covers personal information, experience, education, skills, languages, and certifications; the site says it uses GPT-4o-mini. The upload component accepts PDF, DOCX, and TXT files and detects formats automatically. Users can map fields, define transformations, and set default values in the admin panel. Parsed data can be delivered by callback or a webhook that POSTs to the user's API. Developers can use a drop-in NPM widget with TypeScript support or a REST API. The dashboard includes usage metrics, field mappings, webhooks, API key management, analytics, and account settings. A one-time free trial covers 25 CV parses. Starter costs $19 a month and includes 200 parses per month; Pro costs $49 a month and offers unlimited parses, custom field mapping, analytics and reporting, white-labeling, and priority email support. The maker says CV files are processed transiently and not stored on its servers, candidate data is retained only as needed for processing, and the service is GDPR-compliant.

Rezmatch.ai is an API that parses résumés and job descriptions into structured data and returns explainable candidate-role fit scores. Its endpoints accept text, URLs, or files; the site says PDFs parse natively and job-board URLs can be fetched directly. Parsing normalizes fields such as phone numbers, titles, employers, tenures, and skills. Matching identifies requirements that are met or missed and cites résumé evidence; a missing hard requirement caps the score. Rezmatch says automated parity tests check that name, age, and ethnicity signals do not affect scores. It returns scores and explanations, not hiring decisions, which remain the customer’s responsibility along with applicable legal compliance. Document content is held only during processing and, according to the privacy policy, is not written to the database or application logs. Developer tools include an OpenAPI specification, an interactive playground, and curl, Node.js, and Python examples. A hosted MCP server connects to Claude and other MCP-capable clients. The free plan includes 100 starter credits; paid plans start at $19.99 per month.