Screen and rank CVs with GPT-4o, Google Sheets, Gmail and Telegram

How it works

• Candidate submits CV via web form (PDF or DOCX)
• Workflow extracts and prepares CV text automatically
• GPT-4o scores the CV against configurable job requirements
• Ranked shortlist generated — HR notified via Telegram
• Full audit trail saved automatically in Google Sheets

Set up steps

• Import all 3 workflow JSON files into n8n (10 min)
• Add credentials: OpenAI, Google Sheets, Telegram
• Configure job requirements in the settings node
• Submit a test CV via webhook URL

Requirements

• n8n instance (cloud or self-hosted)

• OpenAI API key

• Google account

• Telegram bot token

• Part of the CV Screening Agent system

• 👉 CV Screening — Comparative Report: https://n8n.io/workflows/15288