Proof of Usefulness Report

Data Quest Group LLC

Analysis completed on 3/16/2026

+62

Proof of Usefulness Score

You're In Business

The submission contains highly exaggerated and unverifiable claims ('most people have used my product', audience of 'everyone'). While providing data science and supply chain expertise is a valid utility, the lack of realistic metrics, confusing revenue figures ('all time marketcap: 2500000'), and poor response quality indicate minimal verifiable traction, placing the project in the lowest scoring tier.

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Score Breakdown

Real World Utility+25

Audience Reach Impact+1

Technical Innovation+7.5

Evidence Of Traction+1.25

Market Timing Relevance+30

Functional Completeness+0.25

Subtotal+65

Usefulness Multiplierx0.95

Final Score+62

Project Details

Project URL

dataquestgroup.com

Description

Data Quest Group makes data science and supply chain expertise available to companies of all sizes. We do this by leveraging cloud technologies and machine learning to scale expertise. This means that we can deliver our expertise at a fraction of the cost of traditional supply chain solution providers. Our approach aims to deliver 80% of the value at less than 1% of the cost of traditional solution providers.

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