Proof of Usefulness Report

MDalgorithms

Analysis completed on 3/16/2026

+241.19

Proof of Usefulness Score

Gaining Momentum

MDalgorithms demonstrates strong potential with its AI-driven dermatology solutions and clinical validation, addressing significant problems in skin and hair care. However, the evaluation score is heavily penalized by poor submission quality, featuring hyperbolic and unsubstantiated claims ('most people have used my product', audience 'everyone') and confusing financial metrics ('all time marketcap: 2500000'). While the 2017 launch and 30-person team suggest a legitimate operation, the lack of coherent, verifiable data significantly reduces confidence in current traction and audience reach.

Ready to Compete for $150k+ in Prizes?

Move this data into a HackerNoon blog draft to become eligible for your share of $150k+ in cash and software prizes

View All Reports

Score Breakdown

Real World Utility+125.0

Audience Reach Impact+10.0

Technical Innovation+75.0

Evidence Of Traction+12.5

Market Timing Relevance+60.0

Functional Completeness+1.25

Subtotal+283.75

Usefulness Multiplierx0.85

Final Score+241

Project Details

Project URL

mdalgorithms.com

Description

MDalgorithms is revolutionizing dermatology by delivering convenient, effective AI-powered solutions for skin and hair care. Since pioneering machine-learning models for acne treatment in 2017, we’ve advanced to develop the world’s first AI-powered scalp analysis for hair regrowth. Our proprietary AI technology, built entirely in-house, analyzes blemishes, lesions, and hair conditions with unmatched precision, utilizing the largest global dataset of acne and scalp images. Clinically validated and tested by dermatologists, our personalized treatment kits—MDacne for acne and MDhair for hair regrowth—are customized to each individual’s unique needs, combining over 100 medical and botanical ingredients for optimal results. We empower users to track their progress, adjust treatments as needed, and access real-time support from our team of dermatologists and nurses. By doing so, we make personalized dermatological care accessible to all.

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