Proof of Usefulness Report

Dunia

Analysis completed on 2/3/2026

+751
Proof of Usefulness Score
Unicorn Utility

The submission for 'Dunia' contained significant inaccuracies (e.g., claiming 'everyone' as the audience and 'most people' as users), indicative of a low-quality entry. However, external verification confirms 'Dunia Innovations' is a legitimate, high-potential Climate Tech company that raised $11.5M in October 2024 to solve critical energy transition bottlenecks via AI-driven material discovery. The score reflects the exceptional utility and confirmed traction of the actual company, while severely penalizing the 'Response Quality' and accuracy of the provided claims.

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Score Breakdown

Real World Utility+285.0
Audience Reach Impact+55.0
Technical Innovation+165.6
Evidence Of Traction+180.0
Market Timing Relevance+95.0
Functional Completeness+2.5
Subtotal+783.1
Usefulness Multiplierx0.96
Final Score+751

Project Details

Project URL
Description
Dunia's mission is to catalyse the energy transition by removing the bottleneck to scalable carbon utilisation.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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