Proof of Usefulness Report

Source

Analysis completed on 1/30/2026

+45
Proof of Usefulness Score
You're In Business

Source Network (DefraDB) is a legitimate, technically innovative project focusing on decentralized data management and P2P databases (verified via GitHub with ~800 stars). However, the submission itself is of extremely poor quality, containing blatantly false traction claims ('most people have used my product'), irrelevant tags ('energy-solutions', 'leadership'), and vague audience definitions. While the technology is promising for the Web3 developer niche, the submission fails to accurately demonstrate its utility or traction, resulting in a low score consistent with the 'minimal traction' calibration bracket.

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Score Breakdown

Real World Utility+70
Audience Reach Impact+10
Technical Innovation+85
Evidence Of Traction+25
Market Timing Relevance+80
Functional Completeness+10
Subtotal+42.625
Usefulness Multiplierx1.05
Final Score+45

Project Details

Project URL
Description
Source is a data management layer built for the decentralized web, a fast-growing market expected to reach $40B by 2025. To get there, and beyond, decentralized storage networks can't rely on centralized standards of data management. Source brings data management into the fold and unlocks the true potential of decentralized networks. With it, data become interoperable; empowering developers to make apps and devices that talk to each other, users truly own their data, and information is cryptographically secured to ensure trust.

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