Proof of Usefulness Report

School of Good AI

Analysis completed on 3/13/2026

+28.87

Proof of Usefulness Score

You're In Business

School of Good AI addresses a timely educational niche by teaching high schoolers about ISO 42001 compliance and Agentic AI. However, the submission receives significant penalties for severely exaggerated and unverifiable claims (e.g., 'most people have used my product', 'everyone' as the target audience, and an unexplained '$500,000 marketcap' for a free summer camp). Despite good market timing and utility, the lack of real-world traction and poor response quality result in a very low score.

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Score Breakdown

Real World Utility+20.0

Audience Reach Impact+0.5

Technical Innovation+3.0

Evidence Of Traction+0.625

Market Timing Relevance+7.0

Functional Completeness+0.25

Subtotal+31.375

Usefulness Multiplierx0.92

Final Score+29

Project Details

Project URL

schoolofgoodai.org

Description

School of Good AI is a virtual summer enrichment program sponsored by Fairly AI. This 4-week program is free of charge and designed to challenge passionate and motivated high school students. Join us to learn about ISO/IEC 42001 compliance, gain expertise in using cutting-edge Agentic AI frameworks such as OpenAI Agents SDK and CrewAI, and kickstart your journey in data analysis with vulnerability testing. Contact us at info@schoolofgoodai.org

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