Automate job searching & resume customization with AI, LinkedIn & Google Sheets
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 postings, filters against jobs you've already seen, and then uses powerful LLMs (Mistral Large/Small) to perform a detailed resume-to-job match, generate tailored cover letters, and provide concrete resume improvement suggestions.
At a glance
Automate job searching & resume customization with AI, LinkedIn & Google Sheets is a ready-made n8n workflow you import as a workflow JSON file — no build required. It connects Gmail, Google Sheets, Google Drive, LinkedIn. It's free to download. Follow the 5-step import below to go live in minutes.
- Platform
- n8n
- Connects
- Gmail, Google Sheets, Google Drive, LinkedIn
- Modules
- 35
- Price
- Free
- Version
- v1.0

About this workflow
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 postings, filters against jobs you've already seen, and then uses powerful LLMs (Mistral Large/Small) to perform a detailed resume-to-job match, generate tailored cover letters, and provide concrete resume improvement suggestions. All data is logged into a Google Sheet for comprehensive tracking, and a clean, single Daily Digest Email summarizes the top 5 matches found each day. --- ✨ Key Features Automated Scheduling: Runs daily to find new job postings. Multi-Keyword Search: Uses your main job title and three alternate titles generated by an AI Agent for maximum search coverage. LinkedIn Web Scraping: Pulls new job URLs, details, location, and salary data from LinkedIn Search results. Duplicate Prevention: Uses the Compare Datasets node to ensure only new, unseen jobs are processed against your master Google Sheet. Intelligent Matching (LLM): The workflow performs a detailed job-to-resume comparison, generating: A Match Score (0-100) with evidence for alignment in skills, experience, and domain. A Tailored Cover Letter specific to the job title and company. Actionable Resume Improvement points (e.g., [ADD], [QUANTIFY]) to optimize your resume for the specific role. Centralized Tracking: Saves all job data, match scores, cover letters, and resume suggestions to a Google Sheet. Professional Daily Digest: Sends a single, clean HTML email summarizing the top 5 highest-scoring job matches for easy review. --- 🛠️ Prerequisites 1. n8n Credentials: Google Drive: To download your resume (PDF/DOCX file URL). Google Sheets: To connect to your job tracking sheet. Gmail: To send the daily digest email. Mistral Cloud: For the LLM processing (Resume Breakdown, Job Matching, and Resume Analysis). 2. External Files: A Job Tracking Google Sheet (used as a master database). Your current Resume file (PDF recommended, hosted on Google Drive). 3. Setup Notes: Update the file links (Download Resume node) and Google Sheet details (Get row(s)/Append nodes). Set your personal email address in the Send Digest Email node. Review the LLM prompts to tailor the AI agent's persona and output fields to your exact needs.
How to import this n8n workflow
- 1
Download the workflow JSON file after purchase.
- 2
Open n8n → click the menu → Import from File.
- 3
Select the downloaded JSON and import.
- 4
Set up credentials for each node that requires them.
- 5
Click Execute Workflow to test, then activate.
Setup guide
Setup guide included
Purchase to unlock the full step-by-step guide
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- JSON blueprint — instant download
- Setup guide PDF included
- 5 downloads · valid 30 days
- Works with n8n
Need help setting this up?
Book a 3-hour live setup session with an Agility consultant.
- Configure live on Google Meet / Zoom
- Free follow-up if workflow has defects
- Platform expert assigned to you