Round 1 Winners!
Proof of Usefulness Report

Topic Hero

Analysis completed on 3/8/2026

+216
Proof of Usefulness Score
Gaining Momentum

Topic Hero is a verifiable early-stage project with a functional website (topichero.co.uk) offering an AI-moderated debate platform. The concept addresses a relevant problem (online polarization) and shows promise. However, the submission is significantly marred by hyperbolic and demonstrably false claims regarding traction ('most people have used my product', 'everyone') and ambiguous financial metrics ('marketcap: 500000'). External validation confirms it is a pitch competition participant (The Pitch UK), placing it in the 'Small but promising' category rather than the claimed mass-adoption scale. The low submission quality and lack of technical detail result in substantial penalties.

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Score Breakdown

Real World Utility+100
Audience Reach Impact+10
Technical Innovation+48
Evidence Of Traction+12.5
Market Timing Relevance+75
Functional Completeness+2.5
Subtotal+248
Usefulness Multiplierx0.87
Final Score+216

Project Details

Project URL
Description
We ask users to swipe if they agree/disagree with statement, matches users with opposing views, and uses AI to judge outcomes. Winners get points, creating both an engaging social experience and a tool with applications in education.

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