Proof of Usefulness Report

DeepNeuronic

Analysis completed on 3/21/2026

+62

Proof of Usefulness Score

You're In Business

The project targets a relevant sector (AI/computer vision for smart cities) but presents severe red flags and unsubstantiated claims. Assertions that 'most people have used my product' alongside a claimed team size of 125 and a confusing '50000 marketcap' point to a lack of verifiable traction and extremely poor submission quality. The score reflects an unverified, minimal-traction status.

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Score Breakdown

Real World Utility+30

Audience Reach Impact+5

Technical Innovation+15

Evidence Of Traction+0

Market Timing Relevance+20

Functional Completeness+0

Subtotal+70

Usefulness Multiplierx0.88

Final Score+62

Project Details

Project URL

deepneuronic.com

Description

DeepNeuronic is a tech startup born in 2021 focused on building efficient machine learning-based products to solve and automate daily problems through computer vision, and help to take a step forward towards smarter cities.

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