Proof of Usefulness Report

Viby Studio Ltd.

Analysis completed on 2/19/2026

+10
Proof of Usefulness Score
You're In Business

The project represents a newly incorporated (July 2025) software agency using a virtual UK address. While the business entity exists, the submission contains critically exaggerated and unverifiable claims (e.g., 'most people have used my product', audience reach 'everyone'). The 'marketcap' figure is ambiguous and likely misused for a service business. Lacking a specific product, case studies, or verifiable traction, and penalized for false reach claims, the score reflects a generic, early-stage service provider with low submission integrity.

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Score Breakdown

Real World Utility+20.0
Audience Reach Impact+2.5
Technical Innovation+5.0
Evidence Of Traction+0.0
Market Timing Relevance+15.0
Functional Completeness+5.0
Subtotal+8
Usefulness Multiplierx1.19
Final Score+10

Project Details

Project URL
viby.dev
Description
Your Vision, Carefully Engineered. Viby Studio Ltd is a London-based technology studio focused on building cutting-edge software solutions. We specialize in web and mobile development, custom software projects, SaaS product architecture, and technical consulting. Our mission is to turn ideas into scalable, user-centric, and future-ready digital products. From early-stage startups to established enterprises, we help teams bring their vision to life through strategy, design, and engineering. With a strong emphasis on innovation and quality, we combine modern technologies with a product-first mindset to deliver lasting impact. 💡 What we do: - Web & Mobile App Development - SaaS Architecture & Engineering - AI-Powered Solutions - UI/UX Design - MVP Development - CTO-as-a-Service & Tech Advisory If you're looking to turn bold ideas into powerful digital experiences, let’s build together. 📩 contact@viby.dev | viby.dev

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