Proof of Usefulness Report
Cohort AI
Analysis completed on 3/9/2026
+6.53
Proof of Usefulness Score
You're In Business
The submission contains highly exaggerated and unsubstantiated claims ('most people have used my product', audience is 'everyone'). With 'Internet' listed as the only technology and vague metrics, the project demonstrates minimal verifiable real-world traction, effort, or technical depth.
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Score Breakdown
Real World Utility+5.0
Audience Reach Impact+0.5
Technical Innovation+0.375
Evidence Of Traction+0.25
Market Timing Relevance+1.0
Functional Completeness+0.125
Subtotal+7.25
Usefulness Multiplierx0.9
Final Score+7
Project Details
Project URL
Description
Make better decisions with data. Workforce planning and AI for schools.
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