Proof of Usefulness Report

A I Joinery and Shopfitting Ltd.

Analysis completed on 3/6/2026

+191
Proof of Usefulness Score
Gaining Momentum

The submission represents a traditional UK-based joinery and shopfitting SME (Company No. 11304861) rather than a technology project. While the business has verifiable existence, real-world utility in the construction sector, and operational history since 2018, it lacks the technical innovation, scalability, and digital traction metrics typically evaluated in this framework. The submission claims (e.g., 'most people have used my product', 'audience reach: everyone') are hyperbolic and the financial data ('marketcap: 500000') is misused, resulting in significant quality penalties.

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Score Breakdown

Real World Utility+120.0
Audience Reach Impact+10.0
Technical Innovation+0.0
Evidence Of Traction+50.0
Market Timing Relevance+40.0
Functional Completeness+5.0
Subtotal+225
Usefulness Multiplierx0.85
Final Score+191

Project Details

Project URL
aijoinery.co.uk
Description
AI Joinery & Shopfitting Ltd provide high quality joinery services in the commercial and residential sector. CHAS Registered BM TRADA Q Mark Products and services • 1st fix joinery • 2nd fix joinery • fire door installation, maintenance and survey • Final fix • Kitchen fitting • office / shop refurbishments • school fit outs • hard / soft wood windows • Flooring All work carried out is driven by team work and hard work, whether its days, nights or weekend shifts. The company is 100% committed to providing our clients with the best possible service and will be on site to manage the project, ensuring the highest standards & quality are maintained.

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