Round 1 Winners!
Proof of Usefulness Report

Global Data Network

Analysis completed on 3/17/2026

+232.05
Proof of Usefulness Score
Gaining Momentum

The submission describes a specialized recruitment agency (Global Data Network) rather than a technological innovation. While market timing is excellent due to high demand for AI and Data professionals, the submission includes highly exaggerated and unsupported claims (e.g., 'most people have used my product', 'everyone' for reach) and confusing financial metrics ('all time marketcap: 2500000'). Because it is a traditional service business lacking a scalable custom tech product and the responses are hyperbolic, the score is penalized with low quality factors.

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Score Breakdown

Real World Utility+140
Audience Reach Impact+15
Technical Innovation+5
Evidence Of Traction+20
Market Timing Relevance+70
Functional Completeness+5
Subtotal+255
Usefulness Multiplierx0.91
Final Score+232

Project Details

Description
Global Data Network is a specialist recruitment partner connecting high-impact Data and AI professionals with forward-thinking organisations. We work across permanent, interim and contract roles in Data Engineering, Data Science, AI, Machine Learning and Analytics. As part of the Global Accounting Network group, we bring a relationship-led, insight-driven approach to hiring. We don’t operate as generalist tech recruiters - we’re deeply embedded in the world of data and AI, with specialist consultants who understand the skills, the stakes and the market. We focus on long-term partnerships, not one-off placements. That means taking the time to understand what matters to both clients and candidates and ensuring that every introduction counts. Most of our roles are filled with five CVs or fewer, reflecting the care we put into every search. For candidates, we provide a considered, honest experience. Whether you're actively looking or just open to the right move, we offer insight, respect your time and stay in your corner throughout the process. Specialisms include: Data Engineering & Architecture Data Science & Machine Learning Artificial Intelligence & LLM Talent Business Intelligence & Analytics Data Strategy & Leadership

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