Proof of Usefulness Report

Aruga Cyber

Analysis completed on 3/6/2026

+41
Proof of Usefulness Score
You're In Business

The project represents a legitimate UK-based Managed Security Service Provider (MSSP) offering valid cybersecurity services (MXDR, Incident Response). However, the submission quality is extremely poor, containing demonstrably false claims (e.g., 'most people have used my product' and 'audience reach: everyone') and confusing financial metrics ('marketcap: 50000' in the revenue field). While the business exists and operates in a high-demand sector, the lack of verifiable traction evidence and the unprofessional submission significantly lower the score.

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Score Breakdown

Real World Utility+65
Quality Factor Utility+1
Audience Reach Impact+10
Quality Factor Reach+0.5
Technical Innovation+40
Quality Factor Innovation+1
Evidence Of Traction+20
Quality Factor Traction+0.5
Market Timing Relevance+70
Quality Factor Timing+1
Functional Completeness+10
Quality Factor Response+0.5
Subtotal+33
Usefulness Multiplierx1.15
Final Score+38

Project Details

Project URL
Description
Aruga Cyber provides the next generation of managed cyber security services, designed for businesses of all sizes. By combining the power of AI and automation, backed by human expertise, our service delivers unparalleled efficiency, accuracy, and scalability. Detecting and mitigating cyber threats swiftly; we empower businesses to confidently stay ahead of continuously evolving cyber risks.

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