Proof of Usefulness Report

SchoolforAI

Analysis completed on 2/11/2026

+118
Proof of Usefulness Score
Gaining Momentum

SchoolforAI serves as a parent brand for CEDLEARN (Graduate courses) and AITinkr (K-12 Robotics), both of which are legitimate entities based in Hyderabad with verifiable operational footprints. While the project shows genuine effort through published mobile apps and physical hardware kits for students, the submission itself is of very low quality, containing hyperbolic claims (e.g., 'most people have used my product') and ambiguous financial data. Actual traction appears minimal but verifiable (100+ app downloads), placing it in the early-stage category.

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Score Breakdown

Real World Utility+60
Audience Reach Impact+10
Technical Innovation+45
Evidence Of Traction+10
Market Timing Relevance+70
Functional Completeness+10
Subtotal+31.25
Usefulness Multiplierx0.95
Final Score+118

Project Details

Project URL
Description
Engaging & Empowering Graduates (CEDLEARN) & High School (AITinkr) students with Emerging Technologies offering AI, DS, IoT & 3D Courses with project-based learning.

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