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Automate job searching & resume customization with AI, LinkedIn & Google Sheets

n8nn8n35 modulesv1.0
GmailGoogle SheetsGoogle DriveLinkedIn

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
Automate job searching & resume customization with AI, LinkedIn & Google Sheets workflow diagram

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.

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How to import this n8n workflow

  1. 1

    Download the workflow JSON file after purchase.

  2. 2

    Open n8n → click the menu → Import from File.

  3. 3

    Select the downloaded JSON and import.

  4. 4

    Set up credentials for each node that requires them.

  5. 5

    Click Execute Workflow to test, then activate.

Setup guide

Setup guide included

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