Proof of Usefulness Report

GreenFrame

Analysis completed on 1/22/2026

+28
Proof of Usefulness Score
You're In Business

The submission presents a critical mismatch between the provided URL (greenframe.io, a digital carbon footprint tool for developers) and the description/business type ('PV System Design', 'Air Pollution Management'). While 'GreenFrame' is a legitimate, innovative open-source project by Marmelab, the submission data contains red flags: the traction claim ('most people have used my product') is demonstrably false, the email format is irregular, and the audience claims ('everyone') are unrealistic. The score reflects the existence of the valid tool at the URL but is heavily penalized for the incoherent and likely inauthentic submission details.

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Score Breakdown

Real World Utility+70
Real World Utility Quality+0.5
Audience Reach Impact+20
Audience Reach Impact Quality+0.5
Technical Innovation+60
Technical Innovation Quality+0.5
Evidence Of Traction+10
Evidence Of Traction Quality+0.5
Market Timing Relevance+60
Market Timing Relevance Quality+0.5
Functional Completeness+0
Response Quality Quality+0.5
Subtotal+19.5
Usefulness Multiplierx1.15
Final Score+22

Project Details

Project URL
Description
GreenFrameis in the Air Pollution Management Tech Industry

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