# CV analysis against job description: match score and pros/cons via OpenAI
This automation template helps HR professionals and recruiters quickly evaluate candidates by eliminating manual CV review. Based on the job description and uploaded resume, the system generates a structured assessment with a match score and suitability analysis.
## Who it´s for
- Recruitment agencies handling high volumes of resumes
- HR specialists in startups and mid-sized companies
- Talent acquisition managers using automation for initial screening
- Companies integrating AI into hiring workflows
## What the automation does
- Triggered manually by providing a direct URL to a PDF resume
- Downloads the file and extracts text using PDF parsing
- Sends resume content and job description to OpenAI API for evaluation
- Receives a structured output: match percentage, strengths, and reasons for mismatch
- Formats results into JSON for further processing or storage
- Stores output in Supabase or enables parsing into other systems
## What´s included
- Ready-to-use n8n workflow
- Logic for manual trigger and data processing
- Integrations with OpenAI API, Supabase, and HTTP requests for file download
- Support for direct URLs to PDFs (e.g., from Dropbox or Supabase Storage)
- Basic textual guide for setup and adaptation
## Requirements for setup
- n8n account (cloud or self-hosted)
- OpenAI API key
- Supabase project with table for storing results
- Publicly accessible direct links to PDF resume files
## Benefits and outcomes
- Reduces time for initial candidate screening to under a minute
- Objective AI-based evaluation without bias
- Structured JSON output suitable for integration into ATS or CRM
- Scalable for processing large volumes of applications
- Streamlines hiring processes under high workload
## Important: template only
Important: you are purchasing a ready-made automation workflow template only. Rollout into your infrastructure, connecting specific accounts and services, 1:1 setup help, custom adjustments for non-standard stacks and any consulting support are provided as a separate paid service at an individual rate. To discuss custom work or 1:1 help, contact via chat
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