Round 1 Winners!
Proof of Usefulness Report

Demetria

Analysis completed on 3/10/2026

-33.75
Proof of Usefulness Score
Lab Mode

While the project describes solving a critical real-world medical problem (reducing endometriosis diagnosis wait times), the submission is replete with severe red flags. Verifiable traction is non-existent, technical details are reduced to simply 'Internet', and the self-reported metrics are completely hyperbolic and nonsensical ('most people have used my product', 'all time marketcap: 500000'). Due to the egregious lack of credibility and evident spam-like responses, the submission incurs heavy penalties in traction and response quality, resulting in a negative score.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+0.0
Technical Innovation+7.5
Evidence Of Traction-100.0
Market Timing Relevance+10.0
Functional Completeness-5.0
Subtotal-37.5
Usefulness Multiplierx0.9
Final Score-34

Project Details

Project URL
Description
Using AI to help radiologists unlock greater insights from endometriosis ultrasound scans. Because women deserve better than to wait 9+ years for diagnosis.

Algorithm Insights

Market Position
Early stage requiring focused development
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