Proof of Usefulness Report

Data Virtuality

Analysis completed on 2/6/2026

+553
Proof of Usefulness Score
Industry Mainstay

Data Virtuality is a legitimate, established data integration company (founded 2012, ~125 employees) with significant real-world utility and traction, evidenced by its longevity and market presence (acquired by CData). However, the submission itself is of extremely low quality, containing vague claims ('everyone', 'most people have used my product') and incorrect categorization ('Insurance' as a technology). The score reflects the high intrinsic value of the project and team size, heavily penalized by the poor quality of the submission data and lack of specific technical evidence provided in the form.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+60.0
Technical Innovation+56.25
Evidence Of Traction+180.0
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+591.25
Usefulness Multiplierx0.935
Final Score+553

Project Details

Description
Transform your existing data landscape into a flexible data powerhouse with a revolutionary combination of data virtualization and replication technologies.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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