Round 1 Winners!
Proof of Usefulness Report

Lana Korzhuk

Analysis completed on 3/10/2026

+95
Proof of Usefulness Score
You're In Business

The submission describes a standard AI and automation consultancy but relies on heavily exaggerated or false claims ('everyone' as the target audience, 'most people have used my product' for traction). Verifiable product-market fit, user adoption, and revenue are entirely absent, replaced with confusing metrics like 'all time marketcap'. Due to the lack of verifiable evidence and generic technical implementation, the project falls into the minimal traction category.

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Score Breakdown

Real World Utility+25
Audience Reach Impact+1
Technical Innovation+30
Evidence Of Traction+0
Market Timing Relevance+50
Functional Completeness+2.5
Subtotal+108.5
Usefulness Multiplierx0.88
Final Score+95

Project Details

Project URL
Description
We specialise in delivering bespoke AI and automation solutions that empower businesses to: • Optimise workflows for enhanced productivity. • Streamline operations to reduce costs and improve efficiency. • Achieve measurable growth through tailored strategies and cutting-edge tools. With over two decades of experience in IT and business leadership, we offer expertise that transforms complexity into simplicity, creating actionable solutions that drive results. Our Services We provide a wide range of AI-driven and automation services, including: • AI Transformation Strategy – Aligning AI-driven efficiencies with your business goals. • Custom Chatbot Development – Designing AI-powered tools to enhance customer interactions and internal processes. • Workflow Automation – Streamlining repetitive tasks with tools like Power Automate, Zapier, and bespoke solutions. • Executive Training for AI Integration – Equipping teams with the skills to adopt and optimise AI technologies. • Strategy Execution – Turning vision into measurable outcomes through practical, results-oriented strategies. Why Choose Us? • Proven Expertise: Over 20 years of experience in IT, strategy, and leadership , with specialised AI expertise since 2022. • Tailored Solutions: Every recommendation is aligned with your unique goals. • End-to-End Support: From ideation to execution, we guide you every step of the way. • Innovation-Driven: We use the latest AI and automation tools to deliver measurable impact. • Results-Focused: Our solutions prioritise cost reduction, efficiency, and growth. We are committed to creating smarter solutions that unlock the potential of technology for businesses of all sizes. Whether you're seeking to transform operations, enhance customer engagement, or future-proof your workflows, Lana Korzhuk is your trusted partner in innovation. Let’s work together to turn challenges into opportunities.

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