Round 1 Winners!
Proof of Usefulness Report

CyBourn

Analysis completed on 3/24/2026

+97
Proof of Usefulness Score
You're In Business

The project targets a highly relevant sector (Extended Detection and Response / SOC), providing clear real-world utility. However, the submission is severely penalized for highly improbable and contradictory claims, such as stating 'everyone' as the target audience and claiming 'most people have used my product' for a B2B cybersecurity service. Furthermore, citing an 'all time marketcap' of $2,500,000 for a 125-person team operating since 2018 is mathematically inconsistent with operating costs. The lack of verifiable metrics, combined with buzzword-heavy and exaggerated responses, results in a score reflecting minimal verified traction.

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Score Breakdown

Real World Utility+75
Audience Reach Impact+0
Technical Innovation+15
Evidence Of Traction+0
Market Timing Relevance+30
Functional Completeness+0
Subtotal+120
Usefulness Multiplierx0.81
Final Score+97

Project Details

Project URL
Description
CyBourn is passionate about protecting governments, businesses, and consumers from cyber threats. We are an Extended Detection and Response (XDR) organization with a unique approach towards servicing clients. Our Security Operations Center (SOC) combines advanced monitoring services and threat detection capabilities with best-in-class business risk assessment to provide the optimal incident response approach for every client. We integrate threat intelligence, event monitoring, security analytics and incident response, while catalyzing machine learning and automation orchestration to detect targeted cyberattacks. Our company strives to pursue the latest methodologies and has a Dream Lab where we produce our own products such as EtherLast to best serve our clients. We are constantly experimenting with ML/AI, VR/ MR, and other technologies to produce cutting edge products to serve our clients in exceedingly superior ways.

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