Proof of Usefulness Report

Major League Hacking (MLH)

Analysis completed on 1/25/2026

+673
Proof of Usefulness Score
Category Standard

Major League Hacking (MLH) is a verified market leader in student technical education, generating estimated annual revenue of ~$28M with a team of ~186 employees. The project demonstrates exceptional real-world utility and massive reach (500k+ technologists). However, the submission itself was of low quality, containing hyperbolic claims (e.g., 'most people have used my product') and placeholder data (e.g., 'space-technology', 'marketcap: null'), which necessitated penalties in response quality and verification confidence.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+136
Technical Innovation+72
Evidence Of Traction+180
Market Timing Relevance+90
Functional Completeness+5
Subtotal+708
Usefulness Multiplierx0.95
Final Score+673

Project Details

Project URL
Description
Major League Hacking (MLH) is rethinking technical education for the modern world. Now that every company is a technology company, we need faster and more effective ways to train the talent that everyone depends on. Our unique hands-on, community-driven approach has helped more than 500,000 technologists worldwide launch their careers and stay up-to-date with the latest trends.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
User Engagement
Documented reach suggests active user community
Technical Stack
Modern tech stack aligned with sponsor technologies

Recommendations to Increase Usefulness Score

Document User Growth

Provide specific metrics on user acquisition and retention rates

Showcase Revenue Model

Detail sustainable monetization strategy and current revenue streams

Expand Evidence Base

Include testimonials, case studies, and third-party validation

Technical Roadmap

Share development milestones and feature completion timeline