Huntr
5,000+ users in three months
Turned a broken AI job-search prototype into a production product with tracking and browser workflows.
- 0+
- users
- 0%
- faster apply
What was blocking progress
- Broken prototype from previous developer
- AI integration not production-ready
- No proper data architecture
The situation
Founder had the idea but couldn't find a developer who understood how to properly integrate AI. Previous dev left them with a broken prototype.
What we fixed
We built the full app with clean OpenAI API integration, proper data architecture for job tracking, and a browser extension for one-click job saving.
- Clean OpenAI API integration
- Proper data architecture for job tracking
- Browser extension for one-click job saving
- AI resume tailoring workflow
Technical challenge
The AI workflow had to take a job listing, extract keywords, compare them against the user's resume, and generate tailored versions — all through the OpenAI API with proper rate limiting and error handling.
The result
Users cut application time by 60%. 2x more interview callbacks reported. 5,000+ users in first 3 months.
Have an AI prototype that needs production engineering?
Next case study
Workello Hiring assessment platform