Round 1 Winners!
Proof of Usefulness Report

RedGraphs Inc.

Analysis completed on 3/20/2026

+86.25
Proof of Usefulness Score
You're In Business

The submission reveals severe contradictions and red flags. While the description outlines a sophisticated B2B financial intelligence platform, the provided metrics and answers ('most people have used my product', 'audience: everyone', 'technologies: Internet') are vague, unsubstantiated, and indicate a lack of serious traction. The $2.5M 'marketcap' claim suggests a speculative crypto token rather than a mature software business with actual revenue.

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Score Breakdown

Real World Utility+25.0
Audience Reach Impact+5.0
Technical Innovation+7.5
Evidence Of Traction+6.25
Market Timing Relevance+30.0
Functional Completeness+1.25
Subtotal+75
Usefulness Multiplierx1.15
Final Score+86

Project Details

Project URL
Description
At RedGraphs, we’re pioneering Business Relationship Network Intelligence, transforming vast amounts of structured and unstructured data into actionable financial insights. Using machine learning, natural language processing (NLP), and graph theory, we uncover hidden corporate relationships, financial dependencies, and market ripple effects—before they unfold. Turning Complexity into Clarity Beyond mapping relationships, we contextualize, quantify, and analyze the forces shaping global finance. Our technology empowers investors, analysts, and policymakers to anticipate market shifts, mitigate risks, and seize emerging opportunities with confidence. Who We Help & How We Deliver an Edge 📈 Quantitative Asset Managers – Unlock alpha by identifying hidden financial relationships. 📊 Fundamental Investors – Spot supply chain risks, competitor dependencies, and capital flows. 🏛️ Economists & Policymakers – Gain a data-driven perspective on systemic risks and macroeconomic trends. Why RedGraphs? ✔ Business Relationship Mapping – Visualizing corporate influence and financial interdependencies. ✔ Capital Flow & Network Analysis – Tracking funding flows, investment patterns, and financial exposure. ✔ Market Influence Insights – Identifying systemic risks and emerging trends ahead of the curve. ✔ API & Data Integration – Seamlessly connecting with investment models and decision frameworks. ✔ Advanced Analytics & Interactive Visualization – Exploring financial ecosystems in real time. At RedGraphs, we don’t just analyze data—we connect the dots, reveal hidden networks, and empower smarter financial decisions. The future of investment intelligence is network-driven. Are you ready to see the full picture?

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