Proof of Usefulness Report

Muzz

Analysis completed on 2/9/2026

+712
Proof of Usefulness Score
Category Standard

Muzz is a highly established market leader in the Muslim matchmaking sector, backed by Y Combinator and boasting over 10 million members. The project demonstrates exceptional real-world utility and verified commercial traction (estimated $17M+ revenue). However, the specific submission provided was low-effort (e.g., claiming reach is 'everyone' and vague technology details), which negatively impacted the Technical Innovation and Response Quality metrics. Despite the poor form data, the underlying business fundamentals warrant a high score significantly above the calibration baseline.

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Score Breakdown

Real World Utility+23.75
Audience Reach Impact+14.4
Technical Innovation+5.25
Evidence Of Traction+23.75
Market Timing Relevance+9.0
Functional Completeness+0.5
Subtotal+76.65
Usefulness Multiplierx0.93
Final Score+712

Project Details

Project URL
Description
Muzz - the worlds biggest and best Muslim marriage app. Over 10 Million members worldwide, over 500,000 successes. Raised a total of $9M and backed by Silicon Valley based Y Combinator. Where Muslims meet.

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