Proof of Usefulness Report

Cloud_bers

Analysis completed on 3/18/2026

-97.75

Proof of Usefulness Score

Lab Mode

The submission contains significant red flags, including unsubstantiated and highly exaggerated claims ('most people have used my product', audience reach: 'everyone') completely contradicted by its unlaunched status ('Stay tuned for more developments!'). The lack of verifiable traction, generic technological descriptions ('Software Development'), and improbable metrics (a claimed $2.5M market cap with 0 active users) indicate no verifiable utility, resulting in a negative score.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact-20

Technical Innovation-7.5

Evidence Of Traction-62.5

Market Timing Relevance+5

Functional Completeness-12.5

Subtotal-85

Usefulness Multiplierx1.15

Final Score-98

Project Details

Project URL

cloudbers.com

Description

We are a team of cutting-edge AI-powered SaaS company revolutionizing the automotive industry through intelligent automation solutions. Our platform leverages advanced artificial intelligence and machine learning to transform automobile operation and consumer experience. Stay tuned for more developments!

Algorithm Insights

Market Position

Early stage requiring focused development

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