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AI recruiter – analyze multiple CVs vs job description using OpenAI GPT

n8nn8n15 modulesv1.0
Google SheetsOpenAIGemini

An AI Recruiter that screens, scores, and ranks candidates in minutes — directly inside n8n. --- 🧠 Overview An AI-powered recruiter workflow that compares multiple candidate CVs with a single Job Description (JD). It analyzes text content, calculates fit scores, identifies strengths and weaknesses, and provides automated recommendations. --- ⚙️ How it works 🔹 Webhook Trigger – Upload one Job Description (JD) and multiple CVs (PDF or text) 🔹 File Detector – Auto-identifies JD vs CV 🔹 Extract &

At a glance

AI recruiter – analyze multiple CVs vs job description using OpenAI GPT is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Google Sheets, OpenAI, Gemini. It's free to download. Follow the 5-step import below to go live in minutes.

Platform
n8n
Connects
Google Sheets, OpenAI, Gemini
Modules
15
Price
Free
Version
v1.0
AI recruiter – analyze multiple CVs vs job description using OpenAI GPT workflow diagram

About this workflow

An AI Recruiter that screens, scores, and ranks candidates in minutes — directly inside n8n. --- 🧠 Overview An AI-powered recruiter workflow that compares multiple candidate CVs with a single Job Description (JD). It analyzes text content, calculates fit scores, identifies strengths and weaknesses, and provides automated recommendations. --- ⚙️ How it works 🔹 Webhook Trigger – Upload one Job Description (JD) and multiple CVs (PDF or text) 🔹 File Detector – Auto-identifies JD vs CV 🔹 Extract & Merge – Reads text and builds candidate dataset 🔹 🤖 AI Recruiter Agent – Compares JD & CVs → returns Fit Score, Strengths, Weaknesses, and Recommendation 🔹 📤 Output Node – Sends structured JSON or summary table for HR dashboards or Chat UI --- Example: Upload JD.pdf + 3 candidate CVs → get instant JSON report with top match and recommendations. --- 🧩 Requirements - OpenAI or compatible AI Agent connection (no hardcoded API keys). - Input files in PDF or text format (English or Vietnamese supported). - n8n Cloud or Self-Hosted v1.50+ with AI Agent nodes enabled. 🔸 “OpenAI API Key or n8n AI Agent credential required” --- 🧱 Customizing this workflow - Swap the AI model with Gemini, Claude, or another LLM. - Add a Google Sheets export node to save results. - Connect to SAP HR or internal employee APIs. - Adjust scoring logic or include additional attributes (experience, skills, etc.). --- 👩‍💼 Author Empowering HR through intelligent, data-driven recruitment.

n8n

How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

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