Scrape Job Listings → Auto-Apply with Custom Cover Letters
Automatically find relevant job postings, generate tailored cover letters using AI, and submit applications across multiple job boards without manual intervention.
Workflow Steps
OpenClaw
Scrape job listings from multiple boards
Configure OpenClaw to automatically browse job sites like LinkedIn, Indeed, and company career pages, filtering for specific keywords, locations, and job types relevant to your search criteria
ChatGPT API
Generate custom cover letters
For each job found, send the job description and company info to ChatGPT API to generate a personalized cover letter that matches your background template and the specific role requirements
OpenClaw
Fill application forms automatically
Use OpenClaw to navigate to each job application page, auto-fill standard fields with your information, upload your resume, and paste the AI-generated cover letter into text fields
Airtable
Track applications and responses
Have OpenClaw log each submitted application to an Airtable base with job details, application date, company info, and status for easy follow-up and interview tracking
Workflow Flow
Step 1
OpenClaw
Scrape job listings from multiple boards
Step 2
ChatGPT API
Generate custom cover letters
Step 3
OpenClaw
Fill application forms automatically
Step 4
Airtable
Track applications and responses
Why This Works
Combines OpenClaw's form-filling automation with AI-generated personalization, allowing job seekers to apply to hundreds of positions with the quality of custom applications
Best For
Job seekers who want to maximize their application volume while maintaining personalization
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