Proof of Usefulness Report

DUG Technology

Analysis completed on 1/20/2026

+568
Proof of Usefulness Score
Industry Mainstay

DUG Technology is a verified ASX-listed company (ASX: DUG) with significant scale (~$60M USD revenue, ~$200M+ Market Cap) and legitimate utility in High-Performance Computing (HPC) and green technology. However, the submission quality was exceptionally poor, featuring hyperbolic false claims (e.g., audience 'everyone', 'marketcap: null' despite being public). The score reflects the strong underlying business fundamentals and verified traction, heavily penalized for the low-effort and inaccurate submission data.

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Score Breakdown

Real World Utility+180
Audience Reach Impact+78
Technical Innovation+121
Evidence Of Traction+166
Market Timing Relevance+90
Functional Completeness+2
Subtotal+638
Usefulness Multiplierx0.89
Final Score+568

Project Details

Project URL
Description
DUG Insights\nHPCaas
Audience Reach
everyone
Target Users
everyone
Technologies
Analytics
Traction Evidence
most people have used my product

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