Proof of Usefulness Report

Carina Initiatives

Analysis completed on 2/14/2026

+53
Proof of Usefulness Score
You're In Business

The submission describes 'Carina Initiatives', a legitimate and well-capitalized ($31M+ assets) philanthropic foundation addressing math talent inequity. However, the submission quality is critically flawed, listing the project name as 'SwiftForge' and making demonstrably false traction claims ('most people have used my product'). While the underlying organization has high real-world utility and verifiable financial traction, the lack of technical innovation (pure philanthropy) and the incoherent input data severely reduce the Proof of Usefulness score.

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Score Breakdown

Real World Utility+85
Audience Reach Impact+70
Technical Innovation+15
Evidence Of Traction+80
Market Timing Relevance+80
Functional Completeness+10
Subtotal+49
Usefulness Multiplierx1.08
Final Score+53

Project Details

Project URL
Description
Let's send more kids from more communities to the frontiers of science and technology. Innovation in science and technology is shaping all aspects of society in the 21st century, yet too few communities are participating in this innovation. In order to get more people to the innovation table, we must address inequity in our math talent system. Math is fundamental to science, engineering, and computer science, fields that serve as the gateway to the frontiers of science and technology. Yet, most high-achieving kids in the U.S. do not have access to high quality math talent development. We want to support the creation of a better math talent system. A system that believes more kids are capable of reaching the frontiers of science and technology and a system that does more to help kids succeed at the highest levels of math and computer science. We believe a robust math talent system should develop early problem solving identity in all kids, build deep math pathways throughout K-12 for those who develop high interest and motivation, and support top universities in recruiting and supporting students from a broader talent base.

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