Proof of Usefulness Report

The Mad Dresser

Analysis completed on 1/31/2026

+3
Proof of Usefulness Score
You're In Business

The project 'The Mad Dresser' presents a vague concept for data-driven fashion retail but lacks any verifiable digital footprint or product evidence. The domain does not appear to be active or indexed. The submission contains hyperbolic and demonstrably false claims regarding traction (e.g., 'most people have used my product'), and key metrics like revenue and active users are empty or null. The response quality is extremely low, suggesting a placeholder or test submission.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.38
Evidence Of Traction+0.0
Market Timing Relevance+1.0
Functional Completeness+0.25
Subtotal+2.88
Usefulness Multiplierx1.02
Final Score+3

Project Details

Description
TMD is using data analytics to change the shape of shopping experience for the users. Our core model depends on collecting relevant data and using it to help customers buy clothes that match their preference.

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