Proof of Usefulness Report

Voltron Data

Analysis completed on 2/1/2026

+194
Proof of Usefulness Score
Gaining Momentum

While the project URL points to Voltron Data, a legitimate and highly capitalized ($110M+) Series A data infrastructure company, the submission itself is of extremely poor quality and contains objectively false information (claiming 'everyone' as the audience, '1-10' team size vs actual ~100, and 'design' as the only tech). The score reflects the high intrinsic utility of the verified entity heavily penalized by the 'Vague or unsupported claims' Quality Factor (0.5) due to the inaccurate and low-effort submission.

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Score Breakdown

Real World Utility+11.25
Audience Reach Impact+6.00
Technical Innovation+7.13
Evidence Of Traction+10.63
Market Timing Relevance+4.00
Functional Completeness+0.25
Subtotal+39.26
Usefulness Multiplierx0.99
Final Score+194

Project Details

Project URL
Description
Voltron Data offers a new way to design and build composable data systems based on open source standards.

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