Proof of Usefulness Report

MedAffX

Analysis completed on 1/25/2026

+11
Proof of Usefulness Score
You're In Business

The project appears to be a standard niche management consultancy rather than a technology product. The submission contains demonstrably false claims regarding audience reach ('everyone') and traction ('most people have used my product'), which severely undermines credibility. While the core service (Medical Affairs) has real-world utility in the pharma sector, the lack of technological innovation, ambiguous revenue metrics ('marketcap' for a service business), and poor response quality result in a very low score.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+1.0
Technical Innovation+0.0
Evidence Of Traction+1.25
Market Timing Relevance+2.0
Functional Completeness+0.25
Subtotal+9.5
Usefulness Multiplierx1.12
Final Score+11

Project Details

Project URL
Description
MedAffX increases the clinical and commercial value of healthcare technologies, including drugs, devices, and digital health solutions, through medical affairs excellence. We provide medical affairs training, facilitation, and execution, enabling clients to leverage the full value of their development pipelines and marketed portfolios. We have global reach and a huge amount of combined experience and expertise at our disposal. To learn more, contact us at hello@medaffx.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