Proof of Usefulness Report

fairer.ai

Analysis completed on 3/12/2026

+8.77

Proof of Usefulness Score

You're In Business

The submission provides vague and unsupported claims, such as 'most people have used my product' and an 'all time marketcap' of 500,000 without corresponding active user or revenue data. While AI Ethics Certification is a timely and highly relevant concept, the project lacks verifiable evidence of technical innovation, real-world utility, and professional presentation.

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Score Breakdown

Real World Utility+2.50

Audience Reach Impact+1.00

Technical Innovation+0.75

Evidence Of Traction+0.63

Market Timing Relevance+2.50

Functional Completeness+0.25

Subtotal+7.63

Usefulness Multiplierx1.15

Final Score+9

Project Details

Project URL

fairer.ai

Description

AI Ethics Certification

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