Proof of Usefulness Report

MDPhD

Analysis completed on 2/4/2026

-3
Proof of Usefulness Score
Lab Mode

The submission for MDPhD (MIFISI) presents significant red flags. The claim that 'most people have used my product' is demonstrably false for a niche healthtech project with no discoverable digital footprint. The revenue metric ('all time marketcap') and technology list ('Medical Practice') indicate a lack of business understanding or a low-quality fabrication. With no verifiable team, product, or traction, and vague 'everyone' audience targeting, the project falls into the 'Red Flags' category.

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Score Breakdown

Real World Utility0.25)
Audience Reach Impact0.20)
Technical Innovation0.15)
Evidence Of Traction0.25)
Market Timing Relevance0.10)
Functional Completeness0.05)
Subtotal-3.25
Usefulness Multiplierx0.92
Final Score-3

Project Details

Project URL
Description
MIFISI is a healthtech AI company. We build AI solutions in healthcare. We are led by physicians. We will help you save time, save money, and increase value with AI.

Algorithm Insights

Market Position
Early stage requiring focused development
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