Proof of Usefulness Report
Castaway Research
Analysis completed on 3/17/2026
+26.36
Proof of Usefulness Score
You're In Business
The submission makes unsubstantiated and highly exaggerated claims (e.g., 'most people have used my product', 'audience: everyone'). There is zero verifiable traction, vague descriptions of the underlying technology, and confusing financial metrics. Qualifies as a low-quality submission with minimal verifiable impact.
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Score Breakdown
Real World Utility+12.5
Audience Reach Impact+5.0
Technical Innovation+6.0
Evidence Of Traction+1.25
Market Timing Relevance+2.5
Functional Completeness+0.5
Subtotal+27.75
Usefulness Multiplierx0.95
Final Score+26
Project Details
Project URL
Description
Castaway Research is a company who develops machine learning techniques, innovative software and creative systems engineering 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