Proof of Usefulness Report

New Gradient Ltd.

Analysis completed on 3/10/2026

+7.6

Proof of Usefulness Score

You're In Business

The submission contains highly exaggerated and unsubstantiated claims, such as 'most people have used my product' and targeting 'everyone', while failing to provide any concrete technical details beyond listing 'Internet' as the technology used. The lack of verifiable traction, vague descriptions, and poor response quality result in a very low proof of usefulness score.

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Score Breakdown

Real World Utility+3.75

Audience Reach Impact+1.00

Technical Innovation+0.75

Evidence Of Traction+1.25

Market Timing Relevance+1.00

Functional Completeness+0.25

Subtotal+8

Usefulness Multiplierx0.95

Final Score+8

Project Details

Project URL

newgradient.co.uk

Description

New Gradient builds bespoke AI-driven solutions. From deep learning to data science, discover how we can transform your operations and give you a competitive edge. Based in Edinburgh, we're leading the AI revolution in industry.

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