Proof of Usefulness Report

Vivid Mind

Analysis completed on 3/13/2026

-37.05

Proof of Usefulness Score

Lab Mode

The submission contains major red flags. Claims like 'most people have used my product' and an audience reach of 'everyone' are highly exaggerated and unsupported. The monthly revenue lists an 'all time marketcap: 500000', which is evasive and nonsensical for standard monthly revenue tracking. With no technical stack details aside from 'Management Consulting', this project completely lacks verifiable traction and credibility, resulting in a negative score.

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Score Breakdown

Real World Utility+25.00

Audience Reach Impact-20.00

Technical Innovation+0.00

Evidence Of Traction-37.50

Market Timing Relevance+5.00

Functional Completeness-5.00

Subtotal-32.5

Usefulness Multiplierx1.14

Final Score-37

Project Details

Project URL

vividmind.ai

Description

Empowering Businesses Through Intelligent AI Training.

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