Round 1 Winners!
Proof of Usefulness Report

Greeter

Analysis completed on 3/12/2026

+43.94
Proof of Usefulness Score
You're In Business

The project exhibits multiple red flags, notably extreme exaggerations without verifiable proof (e.g., claiming 'most people have used my product' and an audience reach of 'everyone'). With a team size of 1 and no credible metrics, the submission falls into the minimal traction category. While utilizing AI on iPads for PPE compliance holds theoretical utility, the profound lack of realistic evidence, technical depth, and overall response quality result in a heavily penalized score.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+7.5
Evidence Of Traction+0.0
Market Timing Relevance+7.5
Functional Completeness+1.25
Subtotal+46.25
Usefulness Multiplierx0.95
Final Score+44

Project Details

Project URL
Description
Greeter.AI is artificial intelligence software that runs on iPads and encourages health, safety, and PPE compliance like wearing a face mask or hard hat. Our goals are COVID-free, zero injury workplaces and 100% PPE compliance.

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