Proof of Usefulness Report

CodersCave

Analysis completed on 2/3/2026

+22
Proof of Usefulness Score
You're In Business

CodersCave appears to be an educational platform offering internships and project-based learning, a common model in the EdTech sector. While the website exists and likely serves a student demographic in India (referencing AICTE), the submission contains significant red flags and exaggerated claims (e.g., claiming 'most people have used my product' and audience reach is 'everyone'). The lack of verifiable metrics, the vagueness of the technology description ('it-services'), and the hyperbole in the traction section result in a low score, placing it in the minimal traction/red flag category relative to the calibration benchmark.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+1.0
Technical Innovation+0.75
Evidence Of Traction+1.25
Market Timing Relevance+4.0
Functional Completeness+0.25
Subtotal+19.75
Usefulness Multiplierx1.10
Final Score+22

Project Details

Description
CodersCave is an AICTE Internship approved project-based learning organization dedicated to shaping a strong tech future for all developers. We believe that practical knowledge is key to success in the tech industry, and our aim is to help individuals develop the personal and professional skills they need to excel in their careers. Our programs are designed for students who are interested in starting a career in a technical field but lack basic knowledge. At CodersCave, we support students in acquiring new skills by providing opportunities for hands-on learning through live projects and real-world examples.

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