Round 1 Winners!
Proof of Usefulness Report

Tree Frog Grading Limited

Analysis completed on 3/11/2026

+25.44
Proof of Usefulness Score
You're In Business

Tree Frog Grading Limited operates in a valid, albeit niche, market (collectible grading). However, the submission is hindered by heavily exaggerated and unsupported claims (e.g., audience reach is 'everyone', traction claim that 'most people have used my product'). The use of AI is stated but unsupported by the listed technologies ('Professional Training & Coaching', 'Information Technology & Services'). With a 6-person team and unclear revenue ('all time marketcap: 500000'), it demonstrates minimal verifiable traction, placing it in the lowest scoring tier.

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Score Breakdown

Real World Utility+12.5
Audience Reach Impact+1.5
Technical Innovation+0.75
Evidence Of Traction+3.125
Market Timing Relevance+4
Functional Completeness+0.25
Subtotal+22.125
Usefulness Multiplierx1.15
Final Score+25

Project Details

Description
TFG is the UK's leader in collectable authentication and grading services. Military owned and operated, our foundations are formed on professionalism and precision. Our goal is revolutionise the industry by implementing and innovating sustainable products, whilst utilising AI technology to reinforce the standard of our service.

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