Proof of Usefulness Report

Neurales.ai

Analysis completed on 3/20/2026

-38.25

Proof of Usefulness Score

Lab Mode

The project exhibits severe red flags, including unsubstantiated claims ('most people have used my product') and quoting a speculative 'all time marketcap' instead of verifiable monthly revenue. Vague technical specifics and completely missing user data result in exceptionally low evidence and response scores, leading to a sub-zero final evaluation indicating no verifiable real-world traction.

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Score Breakdown

Real World Utility+25

Audience Reach Impact+0

Technical Innovation+22.5

Evidence Of Traction-75

Market Timing Relevance+10

Functional Completeness-25

Subtotal-42.5

Usefulness Multiplierx0.9

Final Score-38

Project Details

Project URL

neurales.ai

Description

An artificial intelligence toolbox on the blockchain for stability and reproducibility. Visit https://neurales.ai/ to find out how you can use Machine Learning! Check out our videos at https://www.youtube.com/channel/UCDfH7707vVWkLAIFiufHQTw

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