Proof of Usefulness Report

Aidi

Analysis completed on 3/11/2026

-33

Proof of Usefulness Score

Lab Mode

Highly suspicious submission with contradictory and unsupported claims. Mentions an 'all-time marketcap' instead of revenue, claims 'most people have used my product' without evidence, and lists an unlikely team size of 125 for a loosely defined 'AI club'. The project contains numerous red flags and zero verifiable traction, placing it strictly in the negative scoring tier.

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Score Breakdown

Real World Utility+2.5

Audience Reach Impact+0

Technical Innovation+2.5

Evidence Of Traction-25

Market Timing Relevance+0

Functional Completeness-10

Subtotal-30

Usefulness Multiplierx1.1

Final Score-33

Project Details

Project URL

aidi.io

Description

Welcome to AiDi, your AI club! Explore AI through engaging workshops and events. Whether you're a beginner or enthusiast, join us to innovate!

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