Proof of Usefulness Report

Friendly Brands

Analysis completed on 1/22/2026

+3
Proof of Usefulness Score
You're In Business

The submission lacks verifiable data and contains hyperbolic claims (e.g., 'most people have used my product') that contradict the absence of online presence for 'friendlybrands.club'. The email format and lack of descriptive detail suggest a low-effort or test submission with no evidence of real-world utility or traction.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.0
Technical Innovation+0.75
Evidence Of Traction+0.0
Market Timing Relevance+1.5
Functional Completeness+0.0
Subtotal+3.5
Usefulness Multiplierx0.85
Final Score+3

Project Details

Description
Friendly Brandsis in the E-Commerce Enablers Industry

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