Proof of Usefulness Report

FairMD Ltd.

Analysis completed on 3/10/2026

+71.94

Proof of Usefulness Score

You're In Business

FairMD claims to address a critical issue in healthcare AI ethics but provides no verifiable evidence of its execution. Exaggerated claims such as an audience reach of 'everyone' and traction stating 'most people have used my product' heavily undermine the project's credibility. The lack of concrete technical details and unrealistic metrics place this submission strictly in the minimal traction tier.

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Score Breakdown

Real World Utility+37.50

Audience Reach Impact+5.00

Technical Innovation+7.50

Evidence Of Traction+1.25

Market Timing Relevance+30.00

Functional Completeness+0.50

Subtotal+81.75

Usefulness Multiplierx0.88

Final Score+72

Project Details

Project URL

fairmd.ai

Description

FairMD is an AI-first platform with a team of experts revolutionising healthcare with ethical AI solutions. FairMD empowers healthcare providers to test and implement fair, equitable, and robust AI systems - enhancing patient outcomes, ensuring health equity, and fostering trust in technology-driven care

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