Round 1 Winners!
Proof of Usefulness Report

QuantMD

Analysis completed on 3/20/2026

+93
Proof of Usefulness Score
You're In Business

QuantMD describes itself as a boutique data science consulting practice, yet the submission includes highly exaggerated and unsupported claims (e.g., claiming the audience is 'everyone' and 'most people have used my product'). Coupled with confusing financial metrics ('all time marketcap: 2500000') and empty fields, the project presents significant red flags, lacking verifiable traction to support its claims.

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Score Breakdown

Real World Utility+50
Audience Reach Impact+5
Technical Innovation+15
Evidence Of Traction+6.25
Market Timing Relevance+20
Functional Completeness+1.25
Subtotal+97.5
Usefulness Multiplierx0.95
Final Score+93

Project Details

Project URL
Description
QuantMD s a boutique data science consulting practice dedicated to practical implementation of EBIT-impacting, production grade data products embodying applications of AI and machine learning, across 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