Round 1 Winners!
Proof of Usefulness Report

Rad Smart Smile AI

Analysis completed on 3/12/2026

+51.5
Proof of Usefulness Score
You're In Business

The project targets a relevant health-tech problem but fails to provide substantive evidence. Claims such as 'most people have used my product' and an audience reach of 'everyone' are highly exaggerated and unsupported. The submission lacks technical details, verifiable traction, and realistic metrics, resulting in a low score consistent with a product showing minimal verifiable traction and multiple red flags.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+11.25
Evidence Of Traction+2.5
Market Timing Relevance+10.0
Functional Completeness+0.5
Subtotal+54.25
Usefulness Multiplierx0.95
Final Score+52

Project Details

Project URL
Description
Predicting, diagnosing, and proposing treatment plans for oral and dental diseases in humans and animals by AI solution.

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