Round 1 Winners!
Proof of Usefulness Report

Aigility Hub

Analysis completed on 3/8/2026

-14
Proof of Usefulness Score
Lab Mode

The project exhibits severe red flags, including unsubstantiated and highly exaggerated claims ('most people have used my product', audience of 'everyone'). The 'technologies used' lists only Management Consulting, demonstrating zero technical innovation. The 'marketcap' metric is nonsensical for the described consulting business model. Given the lack of verifiable traction, vague answers, and presence of deceptive claims, the project scores below 0.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+0.0
Technical Innovation+3.75
Evidence Of Traction-75.0
Market Timing Relevance+30.0
Functional Completeness+0.0
Subtotal-16.25
Usefulness Multiplierx0.85
Final Score-14

Project Details

Project URL
Description
At Aigility Hub, we understand that integrating AI into your business can feel overwhelming. Maybe you’re facing fear, uncertainty, or just don’t know where to start with AI. You’re not alone—many business owners feel stuck when it comes to embracing new technology. Change can be daunting, but it’s also the only constant. How you move through it will define your success. We’re here to help you push through those barriers and feel confident as you take that first step with AI. Whether you’re just starting out or looking to advance, we’ve got your back. We combine mindset coaching with practical AI solutions, guiding you from fear to confidence and from uncertainty to clarity. Let’s make AI accessible and empowering, so your business can grow, adapt, and thrive in an ever-changing world.

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