AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline

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Important notice

This workflow is provided as-is. Please review and test before using in production.

1. Workflow Overview

AI Resume Screening with GPT 4o & Google Drive Automated Hiring Pipeline How it works Transform your hiring process with this intelligent automation that screens resumes in minutes, not hours. The ...

Best for

HR automation workflows
AI Summarization automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.googledrive, n8n-nodes-base.switch, n8n-nodes-base.extractfromfile, n8n-nodes-base.httprequest, n8n-nodes-base.set, @n8n/n8n-nodes-langchain.agent, @n8n/n8n-nodes-langchain.outputparserstructured

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by David Olusola.

Original n8n.io source

1.1 Workflow description

Title: AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline
Workflow name: AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline

AI Resume Screening with GPT-4o & Google Drive - Automated Hiring Pipeline

How it works

Transform your hiring process with this intelligent automation that screens resumes in minutes, not hours. The workflow monitors your Gmail inbox, processes resume attachments using AI analysis, and delivers structured candidate evaluations to a centralized Google Sheets dashboard.

Key workflow steps:

Email Detection - Monitors Gmail for resume attachments (PDF, DOCX, TXT)
File Processing - Uploads to Google Drive and extracts text content
AI Analysis - GPT-4o evaluates candidates against job requirements
Data Extraction - Pulls contact info and key qualifications automatically
Results Logging - Saves structured analysis to Google Sheets for team review

Set up steps

Total setup time: 15-20 minutes

Required Credentials (5 minutes)

Gmail account with OAuth2 access
Google Drive API credentials
Google Sheets API access
OpenAI API key for GPT-4o

Configuration Steps (10 minutes)

Connect Gmail trigger - Authorize email monitoring
Set up Google Drive folder - Choose destination for resume files
Create tracking spreadsheet - Copy the provided Google Sheets template
Add OpenAI credentials - Insert your API key for AI analysis
Customize job description - Update the role requirements in the "Job Description" node

Optional Customization (5 minutes)

Modify AI scoring criteria in the recruiter prompt
Adjust candidate information extraction fields
Customize Google Sheets column mapping

No coding required - All configuration happens through the n8n interface using pre-built nodes and simple dropdown selections.

Template Features

Smart File Handling

Supports PDF, Word documents, and plain text resumes
Automatic format conversion and text extraction
Intelligent routing based on file type

AI-Powered Analysis

GPT-4o evaluation against job requirements
Structured scoring with strengths/weaknesses breakdown
Risk and opportunity assessment for each candidate
Actionable next-steps recommendations

Seamless Integration

Direct Gmail inbox monitoring
Automatic Google Drive file organization
Real-time Google Sheets dashboard updates
Clean data extraction for CRM integration

Professional Output

Standardized candidate scoring (1-10 scale)
Detailed justification for each evaluation
Contact information extraction
Resume quality validation

Perfect for HR teams, recruiting agencies, and growing companies looking to streamline their hiring pipeline with intelligent automation.

1.2 Logical Blocks

This catalog entry is organized from the workflow JSON. The node-level section below shows the executable blocks available for review before importing the template.

2. Block-by-Block Analysis

Block 1 - Setup Guide

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 2 - Email Monitoring

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 3 - Save to Drive

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 3

Block 4 - Route by File Type

Type / Role: n8n-nodes-base.switch - switch
Config choices: Version 3.2

Block 5 - File Processing

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 6 - Extract PDF Text

Type / Role: n8n-nodes-base.extractFromFile - extractFromFile
Config choices: Version 1

Block 7 - Convert DOCX to Docs

Type / Role: n8n-nodes-base.httpRequest - httpRequest
Config choices: Version 4.2

Block 8 - Get Doc as Text

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 3

Block 9 - Download TXT

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 3

Block 10 - Extract TXT Content

Type / Role: n8n-nodes-base.extractFromFile - extractFromFile
Config choices: Version 1

Block 11 - Standardize Resume Data

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 12 - Data Standardization

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 13 - Job Description

Type / Role: n8n-nodes-base.set - set
Config choices: Version 3.4

Block 14 - AI Recruiter Analysis

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 2

Block 15 - Structured Output Parser

Type / Role: @n8n/n8n-nodes-langchain.outputParserStructured - outputParserStructured
Config choices: Version 1.3

Block 16 - GPT-4o Model

Type / Role: @n8n/n8n-nodes-langchain.lmChatOpenAi - lmChatOpenAi
Config choices: Version 1.2

Block 17 - AI Analysis Engine

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 18 - Extract Candidate Info

Type / Role: @n8n/n8n-nodes-langchain.informationExtractor - informationExtractor
Config choices: Version 1.2

Block 19 - Data Extraction

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 20 - Results Dashboard

Type / Role: n8n-nodes-base.stickyNote - stickyNote
Config choices: Version 1

Block 21 - Append row in sheet

Type / Role: n8n-nodes-base.googleSheets - googleSheets
Config choices: Version 4.7

Block 22 - Receive Resume

Type / Role: n8n-nodes-base.gmailTrigger - gmailTrigger
Config choices: Version 1.2

Block 23 - Get Doc

Type / Role: n8n-nodes-base.googleDrive - googleDrive
Config choices: Version 3

3. Summary Table

Workflow	AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline
Complexity	advanced
Nodes	23
Categories	HR, AI Summarization
Author	David Olusola
Published	28 Sept 2025

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/9046/9046.json as the source template for this automation.
2. Import the template into n8n

Open n8n, import the downloaded JSON, and review each node before activating the workflow.
3. Configure credentials and variables

Replace placeholder credentials, API keys, webhook URLs, account IDs, and environment-specific values with your own settings.
4. Test with sample data

Run the workflow manually or in a staging workspace, inspect node output, and confirm downstream systems receive the expected data.
5. Activate and monitor

Enable the workflow only after testing, then monitor executions, errors, and rate limits during the first production runs.

5. General Notes & Resources

Review imported nodes carefully before activation. This catalog entry is intended to help you inspect the workflow structure, understand required services, and find related templates faster.

Node names, credentials, schedules, webhook paths, and external service limits may need adjustment for your workspace.

Download workflow JSON Original n8n.io source HR workflows AI Summarization workflows

Frequently asked questions

What does AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline do?

What do I need before importing this workflow?

Review the workflow JSON, configure any required credentials in n8n, and test the automation in a safe workspace before using it in production.

Can I customize this workflow?

Yes. Use the block-by-block analysis and the downloadable JSON to inspect each node, then adjust credentials, prompts, schedules, filters, or destinations for your HR, AI Summarization use case.

David Olusola

92 workflows

Nodes

n8n-nodes-base.stickynote n8n-nodes-base.googledrive n8n-nodes-base.switch n8n-nodes-base.extractfromfile n8n-nodes-base.httprequest n8n-nodes-base.set @n8n/n8n-nodes-langchain.agent @n8n/n8n-nodes-langchain.outputparserstructured

Complexity

advanced

Published 28 Sept 2025

Likes 0

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Install path: /data/workflows/9046/9046.json

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AI resume screening with Gmail, GPT-4o & Google Sheets - automated hiring pipeline

Workflow preview

Important notice

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

AI Resume Screening with GPT-4o & Google Drive - Automated Hiring Pipeline

How it works

Set up steps

Required Credentials (5 minutes)

Configuration Steps (10 minutes)

Optional Customization (5 minutes)

Template Features

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Setup Guide

Block 2 - Email Monitoring

Block 3 - Save to Drive

Block 4 - Route by File Type

Block 5 - File Processing

Block 6 - Extract PDF Text

Block 7 - Convert DOCX to Docs

Block 8 - Get Doc as Text

Block 9 - Download TXT

Block 10 - Extract TXT Content

Block 11 - Standardize Resume Data

Block 12 - Data Standardization

Block 13 - Job Description

Block 14 - AI Recruiter Analysis

Block 15 - Structured Output Parser

Block 16 - GPT-4o Model

Block 17 - AI Analysis Engine

Block 18 - Extract Candidate Info

Block 19 - Data Extraction

Block 20 - Results Dashboard

Block 21 - Append row in sheet

Block 22 - Receive Resume

Block 23 - Get Doc

3. Summary Table

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

2. Import the template into n8n

3. Configure credentials and variables

4. Test with sample data

5. Activate and monitor

5. General Notes & Resources

Frequently asked questions