Proof of Usefulness Report

Auth0

Analysis completed on 2/8/2026

+2
Proof of Usefulness Score
You're In Business

The project appears to be a low-effort submission or domain squatting attempt leveraging the brand name of the established identity platform 'Auth0'. The domain 'auth0.ai' does not appear to host an active, accessible product, and the search results yield no association between 'MysticShade' and legitimate Auth0 development. The claim that 'most people have used my product' is demonstrably false for this specific entity. The submission lacks all critical data points (team, revenue, users) and provides vague, evasive responses.

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Score Breakdown

Real World Utility+0.625
Audience Reach Impact+0.0
Technical Innovation+0.0
Evidence Of Traction+0.0
Market Timing Relevance+1.0
Functional Completeness+0.0
Subtotal+1.625
Usefulness Multiplierx1.15
Final Score+2

Project Details

Project URL
Description
Auth for Generative AI Applications

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