AI-Powered Indeed Job Hunter & Cover Letter Creator

Transform Your Job Hunt with AI-Powered Indeed Automation

Stop spending hours manually searching Indeed for job opportunities. This intelligent n8n workflow automatically scrapes Indeed's latest job postings, analyzes them against your resume using Google's Gemini AI, and generates perfectly tailored cover letters—all delivered straight to your inbox or organized in a Google Sheet for seamless tracking.

What This Workflow Does

This automation creates a complete "search-to-application" pipeline that works around the clock. A schedule-based trigger runs daily searches using your specified keywords and location parameters. The workflow uses HTTP requests via Apify or RapidAPI to scrape Indeed's job listings, then applies intelligent filtering to exclude duplicate companies and incomplete job descriptions.

The real power lies in the Gemini 1.5 Pro integration, which receives two inputs: your stored resume and each dynamic job description. The AI identifies the top 3 skills employers are seeking and crafts personalized cover letters that map your specific career achievements to the role requirements. Finally, results are automatically saved to Google Sheets for application tracking while Gmail notifications keep you informed of new opportunities.

Use Cases

• Active Job Seekers: Stay ahead of competition by being among the first to discover and respond to new postings
• Career Changers: Let AI help translate your existing skills into relevant language for new industries
• Passive Candidates: Monitor dream companies and roles without daily manual searching
• Recruiters: Track market opportunities and understand how competitors position similar roles

Technical Details

Built with essential n8n nodes including HTTP Request, Schedule Trigger, Filter, and Set nodes for data processing. Integrates with Gemini AI for intelligent content generation, Google Sheets for data storage, and Gmail for notifications. The workflow includes conditional logic using If nodes to handle various job posting formats and Split Out nodes for processing multiple listings efficiently.

Requires active accounts for Google Workspace (Sheets/Gmail), Gemini API access, and either Apify or RapidAPI credentials for Indeed scraping functionality.