Proof of Usefulness Report

AD7 Consulting Limited

Analysis completed on 3/11/2026

+87.34

Proof of Usefulness Score

You're In Business

AD7 Consulting Limited is a small data consultancy established in 2007. The submission contains heavily exaggerated claims regarding audience reach ('everyone') and traction ('most people have used my product') that contradict the reported team size of 6 and lifetime market cap of 500,000. Due to these unsupported and vague claims, quality multipliers are strictly penalized, placing the project in the minimal traction category.

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Score Breakdown

Real World Utility+50

Audience Reach Impact+5

Technical Innovation+7.5

Evidence Of Traction+6.25

Market Timing Relevance+30

Functional Completeness+0.5

Subtotal+99.25

Usefulness Multiplierx0.88

Final Score+87

Project Details

Project URL

ad7consulting.co.uk

Description

Expert data consultancy, with specialist capabilities in data insights and analysis, strategy and architecture, engineering, business intelligence and AI analytics.

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