Proof of Usefulness Report

Aurora Labs

Analysis completed on 1/14/2026

+19
Proof of Usefulness Score
You're In Business

The submission for 'Aurora Labs' (aurora.dev) presents significant data integrity issues, conflating the high-profile Aurora blockchain infrastructure project (aurora.dev) with Aurora Labs, an AI-based automotive software company (aurora-labs.com). The business type description contradicts the project URL and description. Additionally, the traction claim 'most people have used my product' is demonstrably false and hyperbolic. While the domain itself represents a legitimate technology project, the submission quality is extremely poor, incoherent, and lacks verifiable evidence, resulting in a score reflecting a 'red flag' or invalid entry.

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Score Breakdown

Real World Utility+5
Audience Reach Impact+2
Technical Innovation+5
Evidence Of Traction+1
Market Timing Relevance+3
Functional Completeness+0
Subtotal+16
Usefulness Multiplierx1.12
Final Score+19

Project Details

Project URL
Description
Aurora Labsis in the Blockchain Infrastructure Industry
Audience Reach
everyone
Target Users
everyone
Technologies
Blockchain, Software Development, Devops
Traction Evidence
most people have used my product

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