Proof of Usefulness Report
Stake-Holder
Analysis completed on 3/21/2026
-28
Proof of Usefulness Score
Lab Mode
Submission contains multiple red flags, including unsupported hyperbolic claims ('most people have used my product'), confusing terminology ('article intelligence'), and a lack of verifiable traction despite claiming a 30-person team since 2015. Due to these severe credibility issues and vague details, the project receives a negative score.
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Score Breakdown
Real World Utility+12.5
Audience Reach Impact-10
Technical Innovation-7.5
Evidence Of Traction-25
Market Timing Relevance+5
Functional Completeness+0
Subtotal-25
Usefulness Multiplierx1.12
Final Score-28
Project Details
Project URL
Description
MACHINE LEARNING & ARTICLE INTELLIGENCE TO BENEFIT PUBLIC COMPANIES & IT’S STAKE-HOLDERS.
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