Proof of Usefulness Report

Good Machine

Analysis completed on 1/22/2026

+251
Proof of Usefulness Score
Gaining Momentum

Good Machine is a verifiable, high-potential venture studio led by credible industry figures (e.g., Tom Chi), focusing on high-utility climate and regenerative technologies. However, the project submission was of extremely low quality, containing demonstrably false claims ('most people have used my product') and lacking specific data. The final score balances the high intrinsic value and verifiable external existence of the studio against the poor quality and lack of evidence in the submission itself.

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Score Breakdown

Real World Utility+92.0
Audience Reach Impact+25.6
Technical Innovation+63.4
Evidence Of Traction+44.0
Market Timing Relevance+38.0
Functional Completeness+1.5
Subtotal+264.5
Usefulness Multiplierx0.95
Final Score+251

Project Details

Project URL
goodmachine.studio
Description
Good Machine is a startup studio building clean-tech solutions for a regenerative world. With a focus on sustainable solutions to combat climate change and marine pollution, Good Machine is improving livelihoods while generating above market rate returns. Good Machine portfolio companies operate in Africa, Asia, Europe, the Middle East, North America and South America. We apply our deep expertise and relationships in emerging economies to ensure that we are first movers in markets that are unfamiliar to most Silicon Valley players.

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