Proof of Usefulness Report

CyberShield

Analysis completed on 2/4/2026

+26
Proof of Usefulness Score
You're In Business

The project represents a legitimate Service-Disabled Veteran-Owned Small Business (SDVOSB) named CyberShield Technology Solutions, established in 2024 in Mississippi. It offers standard MSP services including Co-Managed IT, Cloud Hosting, and Cybersecurity. However, the submission itself is of very low quality, featuring demonstrably false traction claims ('most people have used my product') and inaccurate team data ('0'). While the service has verifiable real-world utility, the project is in a very early stage with minimal verified reach, contradicting the exaggerated claims in the input.

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Score Breakdown

Real World Utility+15.0
Audience Reach Impact+1.0
Technical Innovation+3.0
Evidence Of Traction+1.25
Market Timing Relevance+7.0
Functional Completeness+0.25
Subtotal+27.5
Usefulness Multiplierx0.95
Final Score+26

Project Details

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