Proof of Usefulness Report

Violet Defense

Analysis completed on 2/1/2026

+72
Proof of Usefulness Score
You're In Business

Violet Defense is a legitimate, venture-backed company established in 2012 specializing in patented UV disinfection technology. While the company itself demonstrates significant real-world utility and has secured notable partnerships (e.g., Orlando Magic, RFK Racing) and Series B funding, this specific project submission is of extremely low quality. The submission contains hyperbolic, unsupported claims (e.g., 'most people have used my product'), missing financial data, and vague metrics. The score reflects the strong underlying validity of the business entity, heavily penalized by the lack of verifiable evidence and effort in the provided input.

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Score Breakdown

Real World Utility+22.0
Audience Reach Impact+9.1
Technical Innovation+12.3
Evidence Of Traction+13.1
Market Timing Relevance+6.0
Functional Completeness+0.3
Subtotal+62.8
Usefulness Multiplierx1.15
Final Score+72

Project Details

Description
Violet Defense is a company that specializes in ultraviolet (UV) disinfection technology. They focus on developing and providing innovative solutions that harness the power of UV light to kill germs and pathogens, thereby promoting healthier environments. Their products are designed for a variety of settings, including healthcare, education, hospitality, and other industries where sanitation and cleanliness are critical. By integrating advanced UV technology, Violet Defense aims to offer effective, efficient, and easy-to-use disinfection solutions that help reduce the spread of infectious diseases.

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