Round 1 Winners!
Proof of Usefulness Report

Uncommon Cyber

Analysis completed on 3/19/2026

+114.75
Proof of Usefulness Score
Gaining Momentum

The submission targets a highly relevant sector (cybersecurity) but presents severe credibility issues. The claims that 'everyone' is the target audience and 'most people have used my product' are hyperbolic and highly unrealistic for a B2B consultancy. Additionally, the $2.5M 'marketcap' metric is poorly defined and disproportionate for a claimed team of 30. Due to vague and unsupported inputs, quality multipliers were heavily penalized across most categories.

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Score Breakdown

Real World Utility+50.0
Audience Reach Impact+5.0
Technical Innovation+10.0
Evidence Of Traction+5.0
Market Timing Relevance+60.0
Functional Completeness+5.0
Subtotal+135
Usefulness Multiplierx0.85
Final Score+115

Project Details

Description
Uncommon Cybersecurity exists to provide clarity to cyber complexity. We are maniacally focused on innovating, adapting, and overcoming the greatest technological challenge of our generation, cybersecurity. More specifically, we help organizations leverage cybersecurity architecture, automation, and AI for both today and the future. Data is growing exponentially and on top of that, data is decentralizing by the day. Add artificial intelligence (AI), machine learning (ML), data privacy, and inconsistent regulatory/governance to the mix, and it’s a recipe for disaster not only for today’s CISOs but globally for the world tomorrow. We understand that each of our customers is unique. Their architecture, technology, underlying processes, people, and even their cultures are all different and have different needs. We advise and partner with them, helping them to enable their business for the future.

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