Proof of Usefulness Report
Jon Neale
Analysis completed on 3/10/2026
-12
Proof of Usefulness Score
Lab Mode
The submission displays significant red flags. While the description points to a legitimate EdTech consulting firm, the form inputs ('most people have used my product', 'all time marketcap: 500000', submitted by 'FrostBlade') are clearly nonsensical, fabricated, or spam. Consequently, traction and reach receive heavily penalized scores.
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Score Breakdown
Real World Utility+6.25
Audience Reach Impact-5.00
Technical Innovation+0.00
Evidence Of Traction-12.50
Market Timing Relevance+2.50
Functional Completeness-2.50
Subtotal-11.25
Usefulness Multiplierx1.07
Final Score-12
Project Details
Project URL
Description
Ed Before Tech helps schools and education companies harness the potential of AI and EdTech—always with purpose.
Founded by Jon Neale, an education leader with over 20 years' experience, we work at the intersection of pedagogy and innovation. With a background spanning senior commercial roles and school leadership, we understand the realities of the classroom and the boardroom.
We offer strategic advisory, thought leadership, and hands-on support to help:
- Schools implement AI and EdTech with clarity and confidence
- Companies align products with real-world learning needs
- Leaders make informed, human-first decisions about technology
Learning comes first. Tech follows with purpose.
Algorithm Insights
Market Position
Early stage requiring focused development
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