Proof of Usefulness Report

MSA.Network

Analysis completed on 1/26/2026

+482
Proof of Usefulness Score
Industry Mainstay

MSA.Network is a verifiable, high-traction business pivot from the established 'My Subscription Addiction' brand (1M+ monthly visitors, estimated $2M+ revenue). The project offers high real-world utility as a whitelisting solution for DTC brands navigating signal loss on social platforms. However, the submission quality was extremely poor, featuring hyperbolic claims ('audience reach: everyone', 'most people have used my product') and irrelevant tags ('construction'). The high score reflects the verifiable strength of the underlying business and market fit, heavily penalized by low Quality Factors due to the lack of serious data provided in the entry.

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Score Breakdown

Real World Utility+212.5
Audience Reach Impact+80.0
Technical Innovation+60.0
Evidence Of Traction+112.5
Market Timing Relevance+80.0
Functional Completeness+2.5
Subtotal+547.5
Usefulness Multiplierx0.88
Final Score+482

Project Details

Description
We're building a whitelisting solution for brands and creators. With all the changes impacting Facebook today, we're creating an easy way for brands to create new campaigns that drive real results, and provide creators with additional revenue streams.

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