Proof of Usefulness Report

A2SV

Analysis completed on 2/7/2026

+337
Proof of Usefulness Score
Certified Problem Solver

A2SV (Africa to Silicon Valley) is a verifiable, high-impact non-profit with a proven track record of placing African students into top tech companies (Google, Bloomberg, etc.). While the submission form contains low-effort filler text (e.g., 'most people have used my product', 'CrimsonShade' as name), the core project data is backed by external evidence of 4,900+ hackathon participants and $1.2M+ in annual revenue/grants. The claimed '17M marketcap' likely represents cumulative alumni career value or a similar impact metric rather than business valuation. The project demonstrates exceptional Real-World Utility and Traction, though the submission quality itself was poor.

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Score Breakdown

Real World Utility+27.6
Audience Reach Impact+15.0
Technical Innovation+9.75
Evidence Of Traction+27.0
Market Timing Relevance+8.8
Functional Completeness+0.5
Subtotal+88.65
Usefulness Multiplierx0.95
Final Score+337

Project Details

Project URL
Description
A2SV Foundation | Africa to Silicon Valley is a leading tech academy and incubator that provides free, high-impact tech education tailored for high-potential African university students and transforming them into proficient software engineers, tech entrepreneurs, and innovators who can significantly contribute to Africa’s technological and socio-economic development. Recognizing that talent is everywhere but opportunity is not, A2SV was founded to bridge this gap. We partner with top African universities to identify exceptional male and female tech talent, provide them with free world-class tech education, and connect them with opportunities from hiring partners like Google, Bloomberg, Amazon, and Meta. As A2SV evolved, we developed an incubator arm where we hire our best alumni to develop socially impactful digital projects, providing a platform to create solutions that address Africa’s most pressing challenges. Over the past 5 years, we have: Trained over 800 students (600+ in Ethiopia and 200 from across 20 African countries), creating life-changing opportunities for young Africans. Secured 100+ job offers from global tech leaders such as Google, Amazon, Bloomberg, LinkedIn, and IBM. Organized Africa’s largest hackathon for two consecutive years, bringing together 4,900+ participants from 48 African countries to solve real-world problems with AI. As we celebrate five years of impact, we know there is still more work to be done. We are now ready to take on new financial partners to help A2SV amplify its impact across the African continent. By partnering with A2SV, you will help advance Africa’s goal of building a vibrant tech ecosystem. Your involvement will allow us to reach more students, train future innovators, and create an environment where technology thrives. Together, we can shape a future where Africa is recognized as a hub of innovation and technological excellence.

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