Proof of Usefulness Report

Money Fellows

Analysis completed on 2/2/2026

+808
Proof of Usefulness Score
Unicorn Utility

Money Fellows is a highly successful Egyptian fintech actively digitizing ROSCA (Gameya) circles. While the submission itself provided extremely poor data (generic claims, null fields), external verification confirms it is a Series B/C company with over 8 million users, $60M+ in funding, and $1.5B in transaction volume. It solves a critical financial inclusion problem in the MENA region with significant real-world utility and traction.

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Score Breakdown

Real World Utility+237.5
Audience Reach Impact+216.0
Technical Innovation+120.0
Evidence Of Traction+285.0
Market Timing Relevance+90.0
Functional Completeness+2.5
Subtotal+951
Usefulness Multiplierx0.85
Final Score+808

Project Details

Description
The first and biggest Money Circles app in Egypt.

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