Proof of Usefulness Report

Dataviv Technologies

Analysis completed on 2/3/2026

-21
Proof of Usefulness Score
Lab Mode

The submission contains critical red flags and unverifiable claims. Despite claiming a team size of 125 and that 'most people have used my product,' there is zero searchable web presence for 'Dataviv Technologies' or 'WhisperKeeper' in this context. The claim of having a market cap of 50,000 (unit unspecified) contradicts the team size and global ambition. The project appears to be non-existent or the submission is factually inaccurate.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction-22.5
Market Timing Relevance+1.25
Functional Completeness+0.25
Subtotal-19.75
Usefulness Multiplierx1.08
Final Score-21

Project Details

Project URL
dataviv.in
Description
Dataviv Technologies is a cutting edge Artificial Intelligence research company pioneering the world’s first accessible and applied Ai lab transforming AI education across schools, colleges & Universities and research across top labs globally.

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