Round 1 Winners!
Proof of Usefulness Report

Clear-Site AI & ML

Analysis completed on 3/9/2026

+6.6
Proof of Usefulness Score
You're In Business

The project targets a genuine niche (brownfield assessments) but makes unsupported, absurd claims such as 'most people have used my product' and stating 'everyone' is the audience. Listing 'Internet' as the only technology for an AI/ML platform demonstrates exceptionally poor technical depth. Due to zero verifiable traction and contradictory details, the project receives the lowest quality multiplier.

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Score Breakdown

Real World Utility+5.0
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+1.5
Functional Completeness+0.25
Subtotal+7.5
Usefulness Multiplierx0.88
Final Score+7

Project Details

Project URL
Description
By leveraging predictive modeling and analyzing data from tens of thousands of brownfield assessments across North America, we generate precise, site-specific liability insights—empowering you with faster, more informed decision-making. Our AI and ML-driven solutions prioritize key pattern identification, transforming complex liability assessments into actionable insights. With real-time, tablet-integrated field-to-office connectivity, we streamline workflows, reduce site visits, and accelerate project closure—delivering smarter, faster, and more cost-effective environmental solutions.

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