Fast Classifieds
Browse company job boards quickly.
Stop wasting hours manually browsing company career pages. Fast Classifieds uses AI to automatically scan multiple company websites, find relevant job postings, and explain why each opportunity matches your criteria. Keep your job search organized in one desktop application. No accounts, no subscriptions, your data stays local.
Create Custom AI Prompts
Define what makes a job relevant to you. The app uses your prompts with OpenAI to analyze job listings and determine matches.
Manage Company Career Pages
Add career pages from companies you are interested in. Configure CSS selectors to target job listings, or use 'body' to scan the entire page. Import multiple sites at once or add them individually.
Automated Scanning with Progress Tracking
Run automated scrapes across all active sites. Watch real-time progress as the app visits each career page, extracts job listings, and uses AI to evaluate relevance.
Track Your Applications
All discovered jobs appear in one organized table. Update status as you progress (New → Applied → Interview → Offer). Sort by company, title, or date found. View AI explanations for why each job was matched.
Find Duplicates
The app automatically detects duplicate job postings. If the same job appears on multiple sites, it groups them together to keep your list clean.
Review Scrape History
See detailed history of every scan: which sites were checked, how many new jobs were found, duration, and any errors encountered. Retry failed sites with one click.
Privacy & Transparency
- All data stored locally in SQLite, no data leaves your computer.
- No account or subscription required
- OpenAI API key stored securely on your device
- Track API usage directly in the app
- Fully Open Source (GitHub)
- Cross-platform: macOS, Windows, Linux
Windows and Linux coming soon!
Getting Started
How It Works
Fast Classifieds uses Puppeteer to visit company career pages and extract job listings. It then sends each listing to OpenAI along with your custom prompt. The AI analyzes the job description and explains why it matches (or does not match) your criteria. Jobs are deduplicated using content hashing, so you will not see the same posting twice.
Why Fast Classifieds?
- Save Time: Stop manually checking dozens of career pages daily
- Find Better Matches: AI explains why each job is relevant to you
- Stay Organized: Track applications from discovery to offer
- Own Your Data: Everything stays on your computer
- Transparent Costs: You control your OpenAI API usage