Proof of Usefulness Report

Vlux

Analysis completed on 2/1/2026

-9
Proof of Usefulness Score
Lab Mode

The submission presents significant red flags, including contradictory business descriptions (Sales Force Automation vs. Weatherproof lighting) and hyperbolic, unverifiable traction claims ('most people have used my product'). The input lacks credible data regarding team, revenue, or specific technology, suggesting a low-quality, spam, or test entry.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.5
Technical Innovation+0
Evidence Of Traction-10
Market Timing Relevance+0.5
Functional Completeness+0
Subtotal-7.75
Usefulness Multiplierx1.15
Final Score-9

Project Details

Project URL
Description
Vluxis in the Sales Force Automation Industry

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