Description
Manually screening CVs is time-consuming, inconsistent, and prone to bias.
This workflow automates the process using AI, providing consistent and structured recommendations based on:
๐น Matching Percentage
๐น Strengths & Weaknesses
๐น Suitability Summary
๐น Fit & Misfit Justifications
โ๏ธ How It Works
๐ฅ Accepts direct file links from Supabase, Dropbox, or other storage
๐ Extracts text from PDF resumes
๐ง  Sends resume + job description to GPT-4o for analysis
๐ Structures the response using a defined JSON schema
๐ Logs results into Google Sheets (or any output of your choice)
โจ Key Features
โก๏ธ AI-driven scoring and analysis with GPT-4o
๐ Customizable prompts and evaluation criteria
๐ Secure, file-based resume handling (no manual copy-paste)
๐ Supports multiple formats โ PDF, DOCX
๐ Outputs structured, readable feedback
๐ Saves results in Google Sheets with optional integrations
๐ Transparent reasoning โ see why a candidate fits or doesnโt
๐งฐ What You Need
โ
 N8N account for workflow automation
โ
 OpenAI API key (GPT-4o or GPT-4o-mini)
โ
 Google Sheet (or any storage for results)
โ
 Resume file URL (e.g., Supabase, Dropbox)
โ
 Job description (plain text)
๐ Setup Instructions
๐ Connect the workflow in N8N
๐งพ Prepare direct resume link and job description
๐ง  Customize OpenAI prompt with your criteria
๐ Use JSON schema for clean structured output
๐ฅ Connect to Google Sheets or any backend
๐งช Test with one resume before scaling
๐ Integrations
๐ Supabase / Dropbox (for resume storage)
๐ง  OpenAI (for AI-powered analysis)
๐ Google Sheets (to store results)
โ๏ธ N8N (automation engine)
Project Link:[https://preview--resume-rater-ai.lovable.app/]







 
 
 
 
 
 
 









