Proof of Usefulness Report

DataDriven

Analysis completed on 2/3/2026

+7
Proof of Usefulness Score
You're In Business

The submission for DataDriven lacks credibility due to hyperbolic and unverifiable claims (e.g., 'most people have used my product', 'audience reach: everyone'). While the business entity (consulting in Kyiv) may exist, the provided data includes red flags like non-professional aliases and malformed revenue metrics ('all time marketcap: null'). The score reflects a high penalty for poor response quality and lack of verifiable traction.

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Score Breakdown

Real World Utility+3.75
Audience Reach Impact+0.10
Technical Innovation+0.75
Evidence Of Traction+0.13
Market Timing Relevance+2.00
Functional Completeness+0.03
Subtotal+6.76
Usefulness Multiplierx1.08
Final Score+7

Project Details

Project URL
https://datadriven.group/
Description
DataDriven — is a leading research and consulting service provider located in Kyiv, Ukraine with a huge network of professionals widespread across the world. We specialise in providing comprehensive research and consulting services that empower people to make smart, data-driven decisions. Our mission is to be the catalyst for your institutional development, offering insights that not only illuminate the path ahead but also provide a solid foundation for growth and innovation.

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