Round 1 Winners!
Proof of Usefulness Report

Cohere-Med Inc.

Analysis completed on 3/24/2026

+40.68
Proof of Usefulness Score
You're In Business

Cohere-Med demonstrates strong theoretical real-world utility as a health-tech spin-off utilizing predictive analytics for acute care. However, the submission contains vague and highly exaggerated claims ('everyone' as target audience, 'most people have used my product'), which contradict its nature as specialized B2B clinical software. The lack of verifiable active user metrics, combined with poor response quality, heavily penalizes the evidence of traction and audience reach scores, placing the project firmly in the minimal traction category.

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Score Breakdown

Real World Utility+17.5
Audience Reach Impact+1.0
Technical Innovation+9.0
Evidence Of Traction+0.625
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+35.375
Usefulness Multiplierx1.15
Final Score+41

Project Details

Project URL
Description
Cohere Med (www.cohere-med.com), a spin-off from Duke University, leverages data science in its predictive analytics to improve clinical outcomes in acute care. Developed using computationally intensive machine learning approach and extensive datasets from patients of the university health system, we enable augmented clinical decisions for hospitals. contact@cohere-med.com

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