Proof of Usefulness Report

Diya Research Inc.

Analysis completed on 3/23/2026

+134.94

Proof of Usefulness Score

Gaining Momentum

The project identifies a strong social mission by pairing youth education in AI/data science with non-profit organizational needs. However, the submission is critically undermined by vague details and absurd, unsupported metrics (e.g., claiming 'most people have used my product' and citing an 'all time marketcap' of 2.5M for a non-profit). Verifiable evidence of traction is minimal, resulting in a low overall usefulness score.

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Score Breakdown

Real World Utility+100

Audience Reach Impact+5

Technical Innovation+11.25

Evidence Of Traction+1.25

Market Timing Relevance+40

Functional Completeness+1.25

Subtotal+158.75

Usefulness Multiplierx0.85

Final Score+135

Project Details

Project URL

diya-research.org

Description

DIYA Research aims to educate young and inquisitive minds to conduct research on social problems using data analysis. Through computer programming, artificial intelligence, machine learning and visualization tools, we provide data-inspired ideas and insights for social good. We promote social good by providing value through research for other non-profit organizations. By engaging young minds to solve issues affecting the community, we ensure a better future for all. We provide opportunity to the students to engage with other organizations with a similar vision and goal.

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