Proof of Usefulness Report

Coblynau Ltd.

Analysis completed on 3/9/2026

-7.19

Proof of Usefulness Score

Lab Mode

The submission contains extreme red flags, including unsubstantiated and impossible claims ('most people have used my product', 'everyone' audience reach) for a 6-person UK consultancy launched in 2025. The project description is a generic list of consulting and IT services with zero evidence of custom technical innovation or verifiable traction, warranting a negative score in alignment with the calibration guidelines.

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Score Breakdown

Real World Utility+12.5

Audience Reach Impact+0

Technical Innovation+3.75

Evidence Of Traction-25

Market Timing Relevance+2.5

Functional Completeness+0

Subtotal-6.25

Usefulness Multiplierx1.15

Final Score-7

Project Details

Project URL

coblynau.co.uk

Description

Business Transformation - Optimising Business Processes - Process Mapping - Simplification / Automation - Leadtime Improvements - Cost Reductions - Safety - Enhancing Business Results - Key Cost Drivers - Removing Waste - Increasing Revenue Generation - Use of Advanced Analytics - Business Administration and Simplification - Use of AI to remove time consuming tasks - Training and Documentation - Upskilling of workforce - Compliance - Risk Assessments - GDPR Compliance Information Technology - Agile and Waterfall project management - Website design, build and management - AI solutions - Software selection and implementation - Business Analysis - Project Management - Software Training / Upskilling

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