-8
Proof of Usefulness Score
Lab Mode
The submission presents a severe credibility gap. Despite a claimed launch in 2018 and the assertion that 'most people have used my product,' there is no verifiable digital footprint, revenue, or specific product details found for 'Cognitive Atom' or 'SilentWalker'. The claims appear hyperbolic and unsupported, triggering a red flag penalty for lack of verifiable traction.
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Score Breakdown
Real World Utility+1
Audience Reach Impact+0
Technical Innovation+0
Evidence Of Traction-10
Market Timing Relevance+1
Functional Completeness+0
Subtotal-7
Usefulness Multiplierx1.1
Final Score-7
Project Details
Project URL
Description
High efficient custom machine learning algorithm, prediction systems, intelligent systems \u0026 computer vision systems.
Audience Reach
everyone
Target Users
everyone
Technologies
Machine Learning, Neuroscience
Traction Evidence
most people have used my product
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