Proof of Usefulness Report

Ai Coffee

Analysis completed on 2/18/2026

+3
Proof of Usefulness Score
You're In Business

The submission for 'Ai Coffee' lacks verifiable substance and appears to be a low-effort or test entry. The project description is a direct copy of Shopify's standard marketing text and does not describe the specific project or product. Claims such as the audience being 'everyone' and traction being 'most people have used my product' are factually incorrect and damage credibility. While the domain exists, there is no evidence of the claimed 'marketcap' or meaningful business operations, and the technical implementation is unspecified beyond 'Internet'.

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Score Breakdown

Real World Utility+1.25
Audience Reach Impact+0.5
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+0.5
Functional Completeness+0.25
Subtotal+2.5
Usefulness Multiplierx1.12
Final Score+3

Project Details

Project URL
Description
Shopify provides a reliable Ecommerce platform so you focus on selling online! Integrated hosting, shopping cart and Ecommerce payment solution all in one!

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