Round 1 Winners!
Proof of Usefulness Report

Cortical.com Inc.

Analysis completed on 3/19/2026

+94
Proof of Usefulness Score
You're In Business

The submission for 'FrostHeart' by Cortical.com Inc. presents a highly innovative concept at the intersection of machine learning and system biology. However, the application suffers from unsubstantiated and hyperbolic claims (e.g., 'most people have used my product') combined with missing data for active users, project excitement, and custom tech. Given the team size of 30 and 2003 launch date, there is likely some baseline operation, but the poor response quality and lack of verifiable traction relegate it to the lowest tier of the calibration scale.

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Score Breakdown

Real World Utility+37.5
Audience Reach Impact+5.0
Technical Innovation+30.0
Evidence Of Traction+12.5
Market Timing Relevance+12.5
Functional Completeness+1.25
Subtotal+98.75
Usefulness Multiplierx0.95
Final Score+94

Project Details

Project URL
Description
Rethinking Machine Learning Through the Lens of System Biology

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