Round 1 Winners!
Proof of Usefulness Report

Voythos

Analysis completed on 3/18/2026

+53
Proof of Usefulness Score
You're In Business

While the project addresses a highly critical medical problem with apparent technical innovation (AI for aortic disease), the submission is heavily penalized for implausible, contradictory, and vague responses. Claims that the audience reach is 'everyone' and that 'most people have used my product' are obvious red flags for a specialized clinical tool, resulting in exceptionally low traction and quality scores.

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+22.5
Audience Reach Impact+1.5
Technical Innovation+12.0
Evidence Of Traction+1.25
Market Timing Relevance+8.5
Functional Completeness+0.25
Subtotal+46
Usefulness Multiplierx1.15
Final Score+53

Project Details

Project URL
Description
Voythos is a seed-stage AI informatics company building multimodal machine learning models to predict life-threatening complications in aortic disease, prompting cardiovascular surgeons to intervene sooner, saving lives and limbs.

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