Proof of Usefulness Report

maclawson.org

Analysis completed on 3/23/2026

+7.13

Proof of Usefulness Score

You're In Business

The submission lacks concrete evidence of traction, relying on vague and hyperbolic claims such as 'most people have used my product.' Crucial metrics like active users and launch date are missing, and a stated marketcap of 50000 is unsupported by functional product details, resulting in a minimal PoU score reflecting unsupported claims and lack of verifiable scale.

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Score Breakdown

Real World Utility+3.75

Audience Reach Impact+0.5

Technical Innovation+1.5

Evidence Of Traction+0.625

Market Timing Relevance+1.0

Functional Completeness+0.125

Subtotal+7.5

Usefulness Multiplierx0.95

Final Score+7

Project Details

Project URL

maclawson.org

Description

- Maintaining and securing Golang and Rust packages - Offensive Security and Machine Learning Research

Algorithm Insights

Market Position

Growing utility with room for optimization

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