Find Hidden Gems in Your Applicant Pool
HireScope uses AI to analyze every candidate in your Greenhouse ATS - including rejected ones. Discover the 20-40% of top candidates you might have missed.
🎯 Real Discovery from 1,049 Candidates:
"We found 176 hidden gems - high-quality candidates who had been rejected but scored 70+ in our AI evaluation. The #1 highest-scoring candidate (92/100) had been rejected after phone screen!"
20-40%
Hidden gems found in rejected candidates
~$0.02
Cost per candidate analyzed
0-100
AI scoring with detailed reasoning
Minutes
Not hours to analyze all candidates
Powerful Features for Smarter Hiring
Comprehensive Analysis
Evaluates ALL candidates, including rejected ones. Never miss a great candidate again.
AI-Powered Scoring
Uses OpenAI's o3 model for detailed 0-100 scoring with transparent reasoning.
Cost Effective
~$0.02 per candidate. Analyze 1,000 candidates for approximately $20.
Professional Reports
Markdown reports, CSV summaries, and JSON exports with direct Greenhouse links.
How HireScope Works
Connect to Greenhouse
HireScope connects to your Greenhouse account via API to fetch all candidates and their attachments.
Process Documents
Extracts text from resumes (PDF/DOCX) and cover letters to build comprehensive candidate profiles.
AI Evaluation
Sends profiles to OpenAI for scoring across skills, achievements, culture fit, and growth potential.
Smart Ranking
Ranks candidates and identifies 'hidden gems' - high-scoring candidates who were previously rejected.
Generate Reports
Creates detailed reports with scores, insights, and direct links back to Greenhouse profiles.
The Complete AI-Powered Hiring Workflow
HireScope is most powerful when combined with a comprehensive AI recruiting strategy. Here's how leading companies are hiring the right person 10 times faster.
Job Description Excellence
Start with precision. Use state-of-the-art AI models like o3 Pro or Claude Opus combined with meeting transcripts from tools like ReadAI, Fireflies, or your preferred platform to craft precise job descriptions.
💡 Pro Tip:
Better JDs = Better AI matching accuracy throughout your entire workflow
Expand Your Candidate Pool
🔍 Deep Research for Niche Communities
Use AI to discover specialty forums and communities. For example, find dedicated DevOps forums for site reliability engineers or niche medical device communities for regulatory affairs specialists.
🎯 Network Mining
Tools like Happenstance make it 10x easier to get referrals by proactively identifying candidates your employees are connected to but may not even know about.
Traditional channels still matter: LinkedIn, Indeed, ZipRecruiter - now enhanced with AI-discovered sources
Smart Screening with HireScope
This is where HireScope shines. Analyze ALL candidates, including rejected ones, to discover hidden gems.
20-40%
Hidden gems found
Minutes
Not hours to analyze
~$0.02
Per candidate
Advanced Candidate Intelligence
Before screening calls, run comprehensive background research on your top candidates:
- Portfolio Discovery: Especially valuable for creative and technical roles
- Professional Insights: Gather context from public profiles and contributions
- Culture Fit Signals: Understand values and work style before the interview
Qualification Acceleration
Not a substitute for face-to-face interviews, but a powerful complement: Use custom voice AI assistants behind a phone number to collect rich candidate information on their schedule.
🛡️ Fraud Prevention Bonus
Real-time voice responses are much harder to fake than written applications. As GPT-generated content becomes more common, this becomes an increasingly valuable safeguard.
Complements human interaction
Not a replacement
Richer data collected
Better interview preparation
Ready to Hire the Right Person 10x Faster?
HireScope is just one piece of the puzzle. If you're an HR leader or CEO of a recruiting firm ready to implement the complete AI-powered workflow - from job description optimization to automated screening, network activation, and beyond - we'll show you exactly how to do it.
Complete Workflow Implementation:
Start Finding Hidden Gems Today
HireScope is free, open source, and ready to use
Quick Setup
- 1.Clone the repository
- 2.Run the setup script
- 3.Add your API keys
- 4.Start analyzing candidates
Requirements
- Python 3.8 or higher
- Greenhouse API access
- OpenAI API key
- ~$0.02 per candidate
Start Small, Think Big
HireScope is free and open source - the perfect entry point into AI-powered recruiting. Start discovering hidden gems today, then expand to the complete workflow when you're ready.
🎯 Your Next Steps:
- 1. Clone HireScope and analyze your current open roles
- 2. Interview the hidden gems you discover
- 3. Activate your network with tools like Happenstance
- 4. Consider voice AI screening for high-volume roles
- 5. Book a strategy call when you're ready to scale