Round 1 Winners!
Proof of Usefulness Report

Holistic Math

Analysis completed on 3/20/2026

+2
Proof of Usefulness Score
You're In Business

The submission contains major red flags, including unsubstantiated and highly exaggerated claims ('most people have used my product', audience reach 'everyone'). It lacks concrete details about the actual product, business model, or user metrics, warranting a near-zero score for verifiable utility and traction.

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Score Breakdown

Real World Utility+0.625
Audience Reach Impact+0.500
Technical Innovation+0.375
Evidence Of Traction+0.625
Market Timing Relevance+0.250
Functional Completeness+0.125
Subtotal+2.5
Usefulness Multiplierx0.8
Final Score+2

Project Details

Project URL
Description
Freelance inventor, machine learning and data science researcher.

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