Proof of Usefulness Report

CoffAi Shop

Analysis completed on 3/9/2026

-16.79

Proof of Usefulness Score

Lab Mode

The submission contains major red flags including highly exaggerated or false claims ('most people have used my product', reach 'everyone') and nonsensical metrics ('all time marketcap: 500000' for monthly revenue). Technical details are practically non-existent ('Internet'). The lack of verifiable, serious responses severely undermines credibility, forcing the final score below zero per the evaluation guidelines.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact-10.0

Technical Innovation+0.75

Evidence Of Traction-12.5

Market Timing Relevance+2.0

Functional Completeness-2.5

Subtotal-19.75

Usefulness Multiplierx0.85

Final Score-17

Project Details

Project URL

coffaishop.com

Description

At CoffAI Shop, we brew up practical AI tools for B Corps, nonprofits, and purpose-driven teams. Our mission? Make AI simple, ethical, and useful so change makers can spend less time on spreadsheets and more time changing the world. Coff Re:Fill Turn dormant leads into booked meetings. CoffAI Flows Automate repetitive workflows with no code. CoffAi Campus AI learning, minus the lectures. Brewd (Creative Tools) Write faster. Design smarter. Show up better. If you’re curious, caffeinated, or somewhere in between, please consider this your invitation to start. We’ll help you figure out where AI fits, what works fast, and how to build without the buzzwords. Grab a virtual seat, and let’s brew something better together.

Algorithm Insights

Market Position

Early stage requiring focused development

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