Proof of Usefulness Report

CMC Smart Woman Securities

Analysis completed on 1/24/2026

+23
Proof of Usefulness Score
You're In Business

The submission for 'CMC Smart Woman Securities' presents significant red flags. While it describes a legitimate student club concept, the input data contains contradictory and likely fabricated claims (e.g., 'marketcap: 2500000', 'everyone' audience, 'most people have used my product'). The domain 'cmcsws.com' appears inactive or unindexed. The inclusion of crypto-terminology ('marketcap') in a student club submission suggests either a low-effort spam entry or a misrepresentation. Verifiable traction is non-existent.

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Score Breakdown

Real World Utility+10.0
Audience Reach Impact+5.0
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+10.0
Functional Completeness+0.0
Subtotal+25
Usefulness Multiplierx0.92
Final Score+23

Project Details

Project URL
cmcsws.com
Description
The Smart Woman Securities chapter at CMC was started with three goals in mind: education, mentorship, and investment experience. We aim to educate CMC undergraduates in key concepts within finance and investing, create strong networks of women with similar goals and interests, and give them a pathway for early access to finance through speaker events and investing experience.

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