Round 1 Winners!
Proof of Usefulness Report

Aretian Urban Analytics and Design

Analysis completed on 3/22/2026

+72
Proof of Usefulness Score
You're In Business

Aretian addresses a valid niche in urban analytics utilizing complexity science and machine learning. However, the submission contains severe red flags, including blatantly exaggerated and unverifiable claims (e.g., audience reach 'everyone', traction 'most people have used my product', and an ambiguous 'marketcap' revenue metric). These unsupported assertions result in heavy penalties for traction and response quality, placing the project in the minimal traction tier despite its underlying technical relevance.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+50.0
Audience Reach Impact+0.0
Technical Innovation+30.0
Evidence Of Traction-25.0
Market Timing Relevance+30.0
Functional Completeness-5.0
Subtotal+80
Usefulness Multiplierx0.9
Final Score+72

Project Details

Project URL
Description
Aretian | Urban Analytics and Design develops Complexity Science and Network Theory-driven Machine Learning mathematical models to unleash the potential of nonlinear benefits of strategic aggregation of knowledge-intensive campuses within Cities, and their relationship with smart mobility and logistics systems supporting their economic activities. Hence, enabling analytical frameworks to derive Urban Design criteria which can be applied in professional design environments to address complex urban challenges.

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