Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets

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1. Workflow Overview

Automatically scans incoming job emails and LinkedIn messages, intelligently detects genuine opportunities, and sends personalized, professional replies using your resume and preferences. It extrac...

Best for

Personal Productivity automation workflows
AI Chatbot automation workflows
advanced n8n builders looking for reusable templates

Tools used

n8n-nodes-base.stickynote, n8n-nodes-base.webhook, n8n-nodes-base.scheduletrigger, n8n-nodes-base.set, n8n-nodes-base.code, n8n-nodes-base.filter, n8n-nodes-base.wait, @n8n/n8n-nodes-langchain.agent

Source and attribution

This workflow is cataloged by N8N Workflows and links back to its original n8n.io source page by Oneclick AI Squad.

Original n8n.io source

1.1 Workflow description

Title: Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets
Workflow name: Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets

Automatically scans incoming job emails and LinkedIn messages, intelligently detects genuine opportunities, and sends personalized, professional replies using your resume and preferences.

It extracts job details, crafts human-sounding responses with AI, sends them instantly, and maintains a complete tracking sheet in Google Sheets with status and follow-up dates. Perfect for active job seekers who want to reply faster and smarter without spending hours writing tailored applications.

Who’s it for

• Job seekers applying to 10+ jobs per week • Professionals receiving recruiter inbound messages • Career switchers managing high application volume

How it works / What it does

Captures new job emails or LinkedIn messages
Analyzes if it's a relevant job opportunity
Loads your resume and preferences
AI generates personalized, human reply
Sends the tailored response
Logs everything with status in Google Sheet

How to set up

Import this workflow
Set up credentials (Gmail, Google Sheets, OpenAI/Anthropic)
Update your resume text and preferences
Activate workflow

Requirements

• Gmail access (or IMAP) • Google Sheets • OpenAI / Anthropic / Grok API • Your latest resume

How to customize the workflow

• Change AI tone in the AI node • Modify Python filter keywords • Update Google Sheet columns • Adjust wait times

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 - Sticky Note

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

Block 2 - Sticky Note1

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

Block 3 - Sticky Note2

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

Block 4 - Sticky Note3

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

Block 5 - Webhook - New Job Message

Type / Role: n8n-nodes-base.webhook - webhook
Config choices: Version 1.1

Block 6 - Poll New Job Emails

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

Block 7 - Prepare Message Context

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

Block 8 - Python - Detect Job Message

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 9 - Filter Relevant Jobs

Type / Role: n8n-nodes-base.filter - filter
Config choices: Version 2.2

Block 10 - Wait 1 - Rate Limit

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

Block 11 - AI - Generate Tailored Reply

Type / Role: @n8n/n8n-nodes-langchain.agent - agent
Config choices: Version 1.6

Block 12 - JS - Format Reply

Type / Role: n8n-nodes-base.code - code
Config choices: Version 2

Block 13 - Wait 2 - Review Buffer

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

Block 14 - Send Tailored Reply

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

Block 15 - Update Google Sheet Tracker

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

Block 16 - OpenAI Chat Model

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

3. Summary Table

Workflow	Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets
Complexity	advanced
Nodes	16
Categories	Personal Productivity, AI Chatbot
Author	Oneclick AI Squad
Published	08 Apr 2026

4. Reproducing the Workflow from Scratch

1. Download the workflow JSON

Use the JSON export at /data/workflows/14924/14924.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 Personal Productivity workflows AI Chatbot workflows

Frequently asked questions

What does Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets 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 Personal Productivity, AI Chatbot use case.

Oneclick AI Squad

224 workflows

Nodes

n8n-nodes-base.stickynote n8n-nodes-base.webhook n8n-nodes-base.scheduletrigger n8n-nodes-base.set n8n-nodes-base.code n8n-nodes-base.filter n8n-nodes-base.wait @n8n/n8n-nodes-langchain.agent

Complexity

advanced

Published 08 Apr 2026

Likes 0

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Install path: /data/workflows/14924/14924.json

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Auto-respond to job opportunities with Gmail, LinkedIn, GPT-4.1-mini and Google Sheets

Workflow preview

1. Workflow Overview

Best for

Tools used

Source and attribution

1.1 Workflow description

Who’s it for

How it works / What it does

How to set up

Requirements

How to customize the workflow

1.2 Logical Blocks

2. Block-by-Block Analysis

Block 1 - Sticky Note

Block 2 - Sticky Note1

Block 3 - Sticky Note2

Block 4 - Sticky Note3

Block 5 - Webhook - New Job Message

Block 6 - Poll New Job Emails

Block 7 - Prepare Message Context

Block 8 - Python - Detect Job Message

Block 9 - Filter Relevant Jobs

Block 10 - Wait 1 - Rate Limit

Block 11 - AI - Generate Tailored Reply

Block 12 - JS - Format Reply

Block 13 - Wait 2 - Review Buffer

Block 14 - Send Tailored Reply

Block 15 - Update Google Sheet Tracker

Block 16 - OpenAI Chat Model

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