Proof of Usefulness Report

Vybe

Analysis completed on 2/1/2026

+207
Proof of Usefulness Score
Gaining Momentum

The project 'Vybe' (Vybe Network) is a verifiable data infrastructure platform for the Solana blockchain with $2.5M in funding and legitimate technology. However, the submission itself is of extremely low quality, containing hallucinations (listing 'construction' as a technology), false claims ('most people' have used it, 'everyone' is the audience), and lazy data entry ('marketcap: null'). The score acknowledges the external reality of the project's utility and funding while applying maximum penalties for the lack of internal evidence and accuracy in the submission.

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Score Breakdown

Real World Utility+75.0
Audience Reach Impact+30.0
Technical Innovation+37.5
Evidence Of Traction+50.0
Market Timing Relevance+35.0
Functional Completeness+2.5
Subtotal+230
Usefulness Multiplierx0.9
Final Score+207

Project Details

Project URL
Description
Vybeis in the Application Development Tools Industry

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