Round 1 Winners!
Proof of Usefulness Report

Melanoscan LLC

Analysis completed on 3/18/2026

+40.14
Proof of Usefulness Score
You're In Business

Melanoscan is a verified, patented full-body digital imaging system for early melanoma detection, addressing a genuine medical need. However, the submission contains severely exaggerated claims of traction ('most people have used my product'), confusing financial metrics, and overall low response quality. While the underlying technology has clinical relevance, the lack of verifiable consumer scale and poor submission details result in heavy penalties across reach, traction, and response metrics, placing it in the minimal traction category.

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+21.25
Audience Reach Impact+1.0
Technical Innovation+10.5
Evidence Of Traction+1.25
Market Timing Relevance+8.0
Functional Completeness+0.25
Subtotal+42.25
Usefulness Multiplierx0.95
Final Score+40

Project Details

Project URL
Description
Melanoscan is a technology startup with a focus on AI/machine learning. We aim to provide the best patient care by detecting melanoma and other skin cancers earlier than any other system with the use of whole-body digital imaging developed by one of the country’s leading academic scientists.

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