Round 1 Winners!
Proof of Usefulness Report

Black Sisters in STEM

Analysis completed on 3/17/2026

+287
Proof of Usefulness Score
Gaining Momentum

Black Sisters in STEM addresses a significant real-world problem by aiming to build a talent pipeline of Black women in STEM, giving it strong utility and market timing. However, the project's submission is plagued by vague, exaggerated, and low-quality data entries (e.g., claiming 'everyone' as the audience, 'most people have used my product' for traction, and a '2500000 marketcap' for a nonprofit). These unsupported claims resulted in heavy penalties via the quality multiplier (0.5) across reach, technical innovation, traction, and response quality. While the underlying mission is highly relevant, the verifiability of its current scale and impact is severely lacking based on the provided data.

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Score Breakdown

Real World Utility+212.50
Audience Reach Impact+10.00
Technical Innovation+15.00
Evidence Of Traction+12.50
Market Timing Relevance+85.00
Functional Completeness+2.50
Subtotal+337.5
Usefulness Multiplierx0.85
Final Score+287

Project Details

Project URL
Description
Black Sisters in STEM (Black SiS) is on a mission to build the largest talent pipeline of Black college women in STEM while preparing them with culture competency, technical skillset and inclusive leadership skills to meet the demands of the emergent workforce. We are the premier nonprofit organization committed to digitizing and developing the world’s best talent with a focus on Black women. We have built the largest Digital Ecosystem & Academy of Black college women in STEM (finance, machine learning/AI and software engineering.) The uniqueness of the Black SiS model lies in the infusion of the “essence of Black women”, “digital skills” and "intersectionality" built into the fabric of the organization. We use a 360 approach to professional development that inculcates young women with the necessary qualitative and quantitative skills necessary for the future of work. Our world class curriculum includes: 📌 Professional Development: Leadership Networking, Personal Branding, Professional Etiquette, Written/Oral Communication 📌 Finance: Financial Modeling & Valuation, Excel Shortcuts, Financial Statement Analysis 📌 Technology: Python, PHP, Django and front-end development, machine learning and AI For more information, please visit our website at https://www.blacksis.org For all questions/general enquiry, contact: info@blacksis.org Direct all partnership enquiries/requests to: partnerships@blacksis.org

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