AI-Powered Resume Keyword Optimizer for Job Applications

Transform Your Resume for Every Job Application with AI-Powered Keyword Optimization

Stop sending the same generic resume to every job posting. This n8n workflow automatically tailors your CV to any job description by intelligently injecting relevant keywords while preserving your original formatting, layout, and design. Using local Ollama AI (llama3.1:8b), it analyzes job requirements and seamlessly optimizes your Google Docs resume for maximum ATS compatibility and recruiter appeal.

What This Workflow Does

The automation starts with a simple form where you provide your CV Google Docs link and either a job URL or pasted job description. The workflow then:

• Extracts your complete CV text from Google Docs API, handling complex formatting including tables and paragraphs
• Retrieves job descriptions by scraping job URLs (with manual fallback) or processes directly pasted text
• Leverages local Ollama AI to analyze job requirements and identify missing keywords
• Strategically injects relevant keywords into your resume content without disrupting visual formatting
• Saves the optimized version back to Google Drive for immediate use

Use Cases

• Job seekers applying to multiple positions who need customized resumes for each application
• Career coaches helping clients optimize resumes for specific industries or roles
• Recruitment agencies preparing candidate profiles for different client requirements
• Freelancers tailoring proposals and CVs for diverse project opportunities

Technical Details

Built with essential n8n nodes including Form Trigger for user input, Google Docs integration for CV processing, Function nodes for text manipulation, conditional If nodes for workflow logic, and Google Drive for file management. The workflow runs entirely on your infrastructure using local Ollama AI, ensuring privacy and eliminating per-request API costs.

Perfect for n8n users, automation engineers, and SaaS operators looking to streamline job application processes while maintaining professional resume quality and formatting integrity.