AI Research Oracle - Metrics & KPIs

Success Metrics

Technical Targets

• Prediction accuracy: 70%+ (predicting top 20% papers)
• Papers analyzed: 10,000+ in first 6 months
• API response time: <500ms
• System uptime: 99%+

Business Targets (6 months)

• Newsletter subscribers: 5,000
• Paid API users: 20
• Monthly Recurring Revenue: $10,000
• Customer Acquisition Cost: <$20

Validation Metrics

• Model iterations: 5+ versions
• A/B test improvements: 10%+ per quarter
• User retention: 60%+ after 3 months

Current Status

• Stage: Pre-MVP (Concept validation)
• Users: 0
• Revenue: $0
• Next milestone: First 100 beta users (August 2025)