Round 1 Winners!
Proof of Usefulness Report

Data Value

Analysis completed on 3/19/2026

-69
Proof of Usefulness Score
Lab Mode

The submission contains several critical red flags indicating a lack of genuine traction and potentially false claims. The contact name 'ShadowHunter' and highly dubious assertions like 'most people have used my product' and an 'all time marketcap: 2500000' for a generic data consultancy drastically undermine credibility. While the core concept of an SMB data analytics consultancy possesses real-world utility, the complete lack of verifiable evidence, nonsensical metrics, and suspicious response quality push the evaluation into negative territory.

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Score Breakdown

Real World Utility+20
Audience Reach Impact-20
Technical Innovation+20
Evidence Of Traction-80
Market Timing Relevance+20
Functional Completeness-20
Subtotal-60
Usefulness Multiplierx1.15
Final Score-69

Project Details

Project URL
Description
When you make business decisions, you weigh the facts. But do you have all the facts you need? To be sure, you must analyze your data. Even if your business is just one day old, you have valuable data to consider. Once you are armed with the insight your data provides, you can make decisions that will make you money—and save you money. That insight is just what Data Value delivers. Our data and analytics services empower you to make informed, data-driven decisions. We clean up your data, using state-of-the-art technology, and deliver comprehensive analytics, strategy, and optimization services. We translate your business needs into a mathematical model and build machine learning and Natural Language Processing algorithms (using R, Python, Java and NLP modules). This removes the mystery from your data. What sets us apart? We provide top-tier service at your budget. We know that small to medium-size organizations do not have the resources for internal data scientists, so we bring data science to you. What’s more, we stay with you throughout the data analysis process—just like an employee—to deliver true value. Our services include: DATA-DRIVEN MARKETING We convert your data into actionable information on your clients’ preferences…so you can create effective, targeted marketing campaigns. STRATEGY AND OPTIMIZATION To keep your business ahead of the competition, we assess your data and present opportunities for growth and risk reduction. MODELING AND PREDICTIVE ANALYSIS We use modeling and powerful analytics and clean your data to identify opportunities, predict future behavior, and enhance your understanding of client and market factors. Our expansive analytics, strategy, and optimization services can help businesses, governments, and organizations remove the unknowns in the decision-making process. For more information, please contact us at info@datavalued.com or (302) 357-1866.

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