Job seekers waste hours every week filtering through irrelevant roles, weak matches, and endless job listings.
Searching for jobs manually is repetitive and inefficient.
Relevant opportunities get buried. Unrelated listings consume time. Reviewing descriptions one by one slows down the application process.
Most people spend more time searching than finding strong-fit opportunities.
Better targeting often matters more than sending more applications.
Relevant jobs = higher quality applications
Faster filtering = more focused effort
Better alignment = stronger chances of response
Without a system, job searching becomes constant scrolling instead of structured decision-making.
Scrapes LinkedIn jobs automatically
Collects job information in real time:
[ Title, Company, Description, Location, Apply URL ]
Uses AI to evaluate each listing based on:
- n8n relevance
- Workflow automation alignment
- AI automation fit
- Remote preference
- Technical fit for an automation builder profile
Scores and filters stronger matches
Generates additional context:
- Fit summary
- Personalized outreach / cover note
- Suggested next action
Stores approved jobs directly into Google Sheets