Proof of Usefulness Report

AA-Meetings

Analysis completed on 3/24/2026

-31.05

Proof of Usefulness Score

Lab Mode

The submission contains severe contradictions and red flags. The URL and project name suggest an Alcoholics Anonymous platform, while the description refers to a data science student club in Abidjan. Claims such as 'most people have used my product' and an 'all time marketcap: 2500000' are entirely unsubstantiated, nonsensical, and indicate a likely spam submission. There is zero verifiable traction or coherent technical strategy.

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Score Breakdown

Real World Utility-5

Audience Reach Impact-5

Technical Innovation-3

Evidence Of Traction-10

Market Timing Relevance-2

Functional Completeness-2

Subtotal-27

Usefulness Multiplierx1.15

Final Score-31

Project Details

Project URL

aa-meetings.com

Description

Le club DELTA est une communauté d’étudiants issue de la filière professionnalisée Actuariat (UFHB – Abidjan) s'intéressant aux sujets liés à la Data Science et au machine Learning.

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