How It Works
Three steps to every job on earth
From portal discovery to your job application — fully autonomous, powered by AI.
AI Discovers
Our discovery engine scans the internet 24/7, finding job portals across every country and industry — including niche sites humans would never find.
Scrapers Self-Generate
AI generates custom scrapers for each portal, extracts structured job data, and self-heals when websites change. Zero manual intervention.
You Search & Apply
All jobs, deduplicated and enriched, in one lightning-fast search. Filter by anything. Apply anywhere. Track everything.
The Pipeline in Detail
From the open internet to your search results — every step is autonomous.
Portal Discovery
Our AI continuously scans the internet using targeted search queries across every country and industry. It identifies job portals, career pages, and niche boards — including ones that don't appear in any aggregator.
Scraper Generation
Once a portal is identified, an LLM analyzes the site structure and generates a custom scraper. No templates, no manual coding — every scraper is purpose-built for its target site.
Self-Healing
When a website changes its layout, our scrapers detect the failure and regenerate themselves. This gives us 99.2% uptime across 10,000+ portals without human intervention.
Deduplication & Enrichment
Jobs from multiple sources are semantically deduplicated, enriched with company data, salary estimates, and skill tags, then indexed for sub-second search.
Instant Search
The enriched data feeds into our search engine. Natural language queries, faceted filters, and AI-powered ranking deliver the right jobs in milliseconds.
Real-Time Delivery
New jobs appear in search results within 15 minutes of being posted. Set up alerts and get notified the moment a matching job is found.