Proof of Usefulness Report

Viltrum

Analysis completed on 3/11/2026

-7

Proof of Usefulness Score

Lab Mode

The submission exhibits significant red flags, warranting a negative score. The claims are highly unrealistic ('most people have used my product', 'audience reach: everyone'), there is a discrepancy between the project name (Viltrum) and the description (VirtuAI), and the revenue metric uses illogical crypto terminology ('all time marketcap: 500000') instead of actual business revenue. There is zero verifiable traction, and the technical description relies entirely on vague buzzwords with spelling errors.

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Score Breakdown

Real World Utility+0.63

Audience Reach Impact+0.00

Technical Innovation+0.38

Evidence Of Traction-6.25

Market Timing Relevance+0.50

Functional Completeness-1.25

Subtotal-5.99

Usefulness Multiplierx1.15

Final Score-7

Project Details

Project URL

viltrumagency.com

Description

VirtuAI are Pioneering Automation Solutions using Artificial Inteligence. We empower businesses with cutting-edge machine learning technologies, streamlining operations, enhancing efficiency, and delivering unmatched customer experiences. Join us in shaping the future of AI-driven automation 🚀

Algorithm Insights

Market Position

Early stage requiring focused development

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