Proof of Usefulness Report

Data Fakts Ltd.

Analysis completed on 3/9/2026

-25.41

Proof of Usefulness Score

Lab Mode

The submission contains numerous red flags and unverifiable, hyperbolic claims (e.g., audience reach of 'everyone', traction claim that 'most people have used my product', and a nonsensical revenue metric of 'all time marketcap: 500000'). Due to the lack of substantive evidence, vague technical details ('Internet'), and overall poor response quality, severe penalties were applied, resulting in a negative final score.

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Score Breakdown

Real World Utility+6.25

Audience Reach Impact-10.0

Technical Innovation+0.75

Evidence Of Traction-25.0

Market Timing Relevance+2.5

Functional Completeness-1.25

Subtotal-26.75

Usefulness Multiplierx0.95

Final Score-25

Project Details

Project URL

datafakts.com

Description

Research Consultancy by an experienced team. Data for the Common Good. Ethical AI, Small Data, Big Data, Artificial Intelligence

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