Proof of Usefulness Report

Codechef

Analysis completed on 2/6/2026

+30
Proof of Usefulness Score
You're In Business

The submission references a high-profile platform (CodeChef) but provides extremely low-quality evidence. The description describes a 'Chapter' (likely a student group) rather than the main platform, yet claims the parent company's team size. The traction claim 'most people have used my product' is hyperbolic and unverifiable. The submission fails to substantiate the project's utility or reach within the context of this specific application.

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Score Breakdown

Real World Utility+80
Quality Factor Utility+0.5
Audience Reach Impact+80
Quality Factor Reach+0.5
Technical Innovation+50
Quality Factor Innovation+0.5
Evidence Of Traction+10
Quality Factor Traction+0.5
Market Timing Relevance+60
Quality Factor Timing+0.5
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+26.25
Usefulness Multiplierx1.14
Final Score+30

Project Details

Project URL
codechef.com
Description
This Chapter will become a platform to develop critical skills, including vision setting, planning, execution, communication, reflection, and self-awareness. As a part of this journey, you will get a chance to apply the skills you’ve learned, explore your purpose, and position yourself for a future in the field of your choice. It also gives you the opportunity to strengthen the programming community and enables you to grow as a leader.

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