Proof of Usefulness Report

GVOS

Analysis completed on 1/22/2026

+22

Proof of Usefulness Score

You're In Business

The submission contains critical inconsistencies, conflating an autonomous vehicle edge-cloud startup with an oil services company ('Drilling waste management'). While the 'GVOS' job listings suggest a real early-stage venture exists, the claim that 'most people have used my product' is demonstrably false for a niche B2B infrastructure project. The input data quality is extremely low, rendering the project difficult to evaluate positively.

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Score Breakdown

Real World Utility+70

Audience Reach Impact+10

Technical Innovation+60

Evidence Of Traction+0

Market Timing Relevance+70

Functional Completeness+10

Subtotal+21.5

Usefulness Multiplierx1.02

Final Score+22

Project Details

Project URL

gvos.io

Description

We are a passionate team crazy about autonomous vehicles. We are building an edge cloud for the autonomous driving that empowers businesses and individuals to store, share, and distribute their data assets. \n\nWe are backed by the prestigious Berkeley Blockchain Xcelerator and looking for self-motivated, enthusiastic people who are passionate about autonomous vehicles, proud of their work, and desire to help create a world with less accidents and better driving experience using world-class edge computing and decentralized ledger technologies. You will have the opportunities to work with world class PhDs, engineers, professors, and industry gurus to change the future of transportation.

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