Automate job searching & resume customization with AI, LinkedIn & Google Sheets
Ready for 3.0Ready for 3.0. This template uses no nodes that n8n 3.0 removes. No removed nodes, versions or helpers found. Static check, last run 2026-10-19.
What this workflow does
This AI workflow has 35 nodes and runs on a schedule (every day). Along the way it connects Mistral Cloud Chat Model, Gmail, Google Sheets and Google Drive.
How it runs
Trigger: On a schedule (every day).
- Download Resume (Google Drive): uses Google Drive
- Get row(s) in Job Search (Google Sheets): uses Google Sheets
- Extract from Resume (Extract from File): extracts data from a file
- Compare Datasets: uses Compare Datasets
- Resume Breakdown (AI Agent): runs an AI agent, with model: Mistral Cloud Chat Model; output parser: Structured Output Parser
- Loop Over Items (Loop Over Items (Split in Batches)): loops over the items in batches
- LinkedIn Search URL (Code): runs custom JavaScript code
- LinkedIn Search URL (Code): runs custom JavaScript code
- LinkedIn Search URL (Code): runs custom JavaScript code
- LinkedIn Search URL (Code): runs custom JavaScript code
…plus 21 more steps. See the full node list below.
Services it uses
Before you upgrade to n8n 3.0
Nothing in this workflow is removed in n8n 3.0, so it should import and run after the upgrade.
Nodes used (20)
- Mistral Cloud Chat Model
@n8n/n8n-nodes-langchain.lmChatMistralCloud - HTML
n8n-nodes-base.html - Split Out
n8n-nodes-base.splitOut - Loop Over Items (Split in Batches)
n8n-nodes-base.splitInBatches - Gmail
n8n-nodes-base.gmail - Structured Output Parser
@n8n/n8n-nodes-langchain.outputParserStructured - Merge
n8n-nodes-base.merge - AI Agent
@n8n/n8n-nodes-langchain.agent - Google Sheets
n8n-nodes-base.googleSheets - Extract from File
n8n-nodes-base.extractFromFile - Google Drive
n8n-nodes-base.googleDrive - Schedule Trigger
n8n-nodes-base.scheduleTrigger - Compare Datasets
n8n-nodes-base.compareDatasets - Code
n8n-nodes-base.code - HTTP Request
n8n-nodes-base.httpRequest - Wait
n8n-nodes-base.wait - Edit Fields (Set)
n8n-nodes-base.set - Sort
n8n-nodes-base.sort - Limit
n8n-nodes-base.limit - Aggregate
n8n-nodes-base.aggregate
From the author
🤖 AI-Powered Job Matcher & Resume Customizer Description This advanced workflow automates the entire job search and preparation process, moving beyond simple notifications to provide AI-driven career intelligence. It connects to LinkedIn to scrape fresh job…