Proof of Usefulness Report

C2Dx, Inc.

Analysis completed on 2/3/2026

+567
Proof of Usefulness Score
Industry Mainstay

C2Dx is a legitimate, verified medical device company with estimated annual revenue of ~$19M and 70+ employees, significantly exceeding the traction implied by the low-quality submission. The company acquires and revitalizes legacy medical products (e.g., Stryker T/Pump, Hemostatix Scalpel), demonstrating high real-world utility and strong market positioning. However, the submission itself contained hallucinations (claiming 'everyone' as the audience and 'most people' as users) and lacked specific data, resulting in severe penalties to the Response Quality and Quality Factors. The final score reflects the high verified value of the business heavily discounted by the poor quality of the application data.

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Score Breakdown

Real World Utility+17.25
Audience Reach Impact+9.10
Technical Innovation+9.00
Evidence Of Traction+20.19
Market Timing Relevance+8.00
Functional Completeness+0.25
Subtotal+63.79
Usefulness Multiplierx0.89
Final Score+567

Project Details

Description
We are a team of medical device veterans with years of experience providing superior products and service to customers around the globe.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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