Proof of Usefulness Report

Lurniq

Analysis completed on 3/7/2026

+63
Proof of Usefulness Score
You're In Business

Lurniq presents as a concept-stage AI study companion with significant discrepancies in its submission. While the market for EdTech is relevant, the project claims 'most people have used my product' while simultaneously stating it is 'Launching soon', indicating false or hyperbolic traction. The revenue metric references 'marketcap', suggesting a potential unverified crypto tie-in or a misunderstanding of business metrics. Due to the lack of verifiable utility, contradictory claims, and early 'vaporware' status, the project scores in the lowest tier.

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Score Breakdown

Real World Utility+25
Audience Reach Impact+5
Technical Innovation+7.5
Evidence Of Traction+0
Market Timing Relevance+30
Functional Completeness+2.5
Subtotal+70
Usefulness Multiplierx0.9
Final Score+63

Project Details

Project URL
Description
Meet your AI-powered study companion that adapts to you. Launching soon.

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