Proof of Usefulness Report

Bin Genius

Analysis completed on 2/20/2026

+119
Proof of Usefulness Score
Gaining Momentum

Bin Genius is a legitimate student project featured in the Youth Innovation Showcase and CBC News, developing an AI-powered smart bin. While the project shows promise and educational value, the submission data contains significantly exaggerated and inaccurate claims regarding revenue ('marketcap: 500000') and user adoption ('most people have used my product'). Traction is verified as a prototype with media coverage, not a commercial product with mass adoption.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.5
Technical Innovation+3.0
Evidence Of Traction+1.25
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+14
Usefulness Multiplierx0.85
Final Score+119

Project Details

Project URL
bingenius.org
Description
We’re Amy and Sunny, the team behind Bin Genius, an ambitious project that combines AI and IoT technologies to build a new generation of smart trash bins! Our goal? To empower students across Canada the importance of proper waste-sorting habits and inspire environmental awareness. Bin Genius is more than just a finalist across British Columbia and Yukon Youth Innovation Showcase Competition. It’s a long-term mission we’re passionate about to reach and grow as a community project used in schools nationwide. We can’t do it alone! We’re looking for team members and like-minded people who share our vision for a cleaner, greener future. If that sounds like you, we’d love you joining us! 🎉 Could you help us make an impact? Visit our landing page https://lnkd.in/g5w2-r6Z 🌎 and vote for Bin Genius ☘ to support our journey. Every vote brings us closer to schools across Canada🍁 . Thank you for being so supportive, and welcome to our growing community!

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