Proof of Usefulness Report

TeachGen AI Ltd.

Analysis completed on 2/18/2026

+31
Proof of Usefulness Score
You're In Business

TeachGen AI Ltd. is a registered UK company with a functional website offering AI tools for educators. However, the project submission is exceptionally poor, containing hyperbolic falsehoods (e.g., claiming 'most people have used my product' and 'everyone' as the audience). While the sector (AI EdTech) is highly relevant and the product appears to exist, the lack of verifiable traction data, coupled with unprofessional submission responses, results in a score reflecting a very early-stage venture with minimal proven utility.

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Score Breakdown

Real World Utility+60.0
Audience Reach Impact+5.0
Technical Innovation+35.0
Evidence Of Traction+5.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+30.625
Usefulness Multiplierx1.02
Final Score+31

Project Details

Project URL
Description
AI tools for teachers built from real classroom experience, no new tech skills required.

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