Proof of Usefulness Report

CyberDude Networks Private Limited

Analysis completed on 2/3/2026

+44

Proof of Usefulness Score

You're In Business

CyberDude Networks is a legitimate service and training business incorporated in Chennai (2016), primarily notable for its YouTube channel (82.5K subscribers) teaching technology in Tamil. However, the project submission is of extremely low quality, containing vague ('everyone', 'Internet') and demonstrably exaggerated claims ('most people have used my product'). While the verifiable traction (8+ years operation, strong regional YouTube following) prevents a zero score, the lack of verifiable revenue data, the commodity nature of the services, and the poor submission quality result in a low overall Proof of Usefulness score.

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Score Breakdown

Real World Utility+16.25

Audience Reach Impact+5.60

Technical Innovation+1.50

Evidence Of Traction+10.00

Market Timing Relevance+5.00

Functional Completeness+0.25

Subtotal+38.6

Usefulness Multiplierx1.14

Final Score+44

Project Details

Project URL

cyberdudenetworks.com

Description

Cyberdude Networks - A Web Development and Designing Company is Chennai based Start-up with Highly Talented Technical Geeks. The main focus of our team is to satisfy the customer requirements in all forms. Being the startup we are new to business venture, but not to the product development side. CyberDude Networks is started by group of friends, who dream of being entrepreneurs. CDN is the dream platform for team, who strive for the best. We are passion, creative ,young minds, and desperate. Our work speaks more than us. We make easy for you and we all <love to code/>

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