Parse, structure, and compress many documents—instantly

The Parse API extracts structured data from CVs, HR documents, and more with high accuracy and compression—ready for search, match, and analysis at scale.

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What is the Parse API?

The Parse API turns messy, unstructured job documents into clean, structured JSON. Whether it's a CV, a cover letter, or job-related metadata, the API extracts relevant content, compresses it, and delivers it ready for downstream use—search, scoring, or storage.

Why use the Parse API?

  • Extract structured data from CVs and hiring documents with high accuracy.
  • Reduce file size while preserving key content with smart compression.
  • Speed up candidate matching and job parsing workflows.
  • Support PDF, DOCX, TXT, and image-based file formats (OCR included).
  • Designed for seamless integration with ATS, CRM, and job platforms.

What does the Parse API include?

  • Document ingestion and parsing for resumes, cover letters, and job specs.
  • AI-powered entity extraction for names, experience, skills, education, and more.
  • Output as structured JSON optimized for job-tech workflows.
  • Automatic file compression to reduce storage and improve performance.
  • Support for batch processing and real-time use cases.
  • Fully documented API with SDKs and test environments.

Why choose the Parse API?

  • Built for hiring pipelines: fast, reliable, and optimized for talent data.
  • Ready out of the box, no custom training needed.
  • Enterprise-grade performance with high availability and throughput.
  • Built-in compliance for GDPR and data privacy standards.
  • Simple pricing. Easy to test. Fast to scale.

Frequently asked questions

What file formats are supported?

The API supports PDF, DOCX, TXT, and most image formats (PNG, JPG) using built-in OCR. Batch and single file processing are both supported.

What kind of data does it extract?

We extract contact info, experience, education, skills, languages, certifications, and more—returning clean, structured JSON per candidate or document.

How fast is the API?

Parse requests typically return in under 1 second. The API supports concurrent batch requests for high-volume pipelines.

Is the parsed data stored?

No. By default, parsed data is returned directly to the client and not stored. You can opt into temporary caching for performance.

Is there a free trial?

Yes — create a free developer account to test the Parse API with up to 100 documents per month.

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