Proof of Usefulness Report

Confluence Commerce

Analysis completed on 2/4/2026

+22
Proof of Usefulness Score
You're In Business

Confluence Commerce is a verified but small Shopify Partner agency based in Columbia, SC, established in 2012. While the business is legitimate, the submission contains highly inaccurate and exaggerated claims (e.g., audience is 'everyone', 'most people have used my product'). External data suggests a small-scale local operation with no significant digital footprint or reviews on major platforms like Clutch. The claimed revenue metric ('marketcap: 50000') is ambiguous and indicates either negligible financial traction or a misunderstanding of terms. The project demonstrates standard utility as a service provider but lacks the innovation, scale, or growth trajectory required for a higher score.

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Score Breakdown

Real World Utility+50
Audience Reach Impact+10
Technical Innovation+10
Evidence Of Traction+20
Market Timing Relevance+30
Functional Completeness+10
Subtotal+20.75
Usefulness Multiplierx1.05
Final Score+22

Project Details

Description
eCommerce design, development, and management for brand manufacturers and select retailers. Shopify Partner based in Columbia, South Carolina.

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