Proof of Usefulness Report

reveal.security

Analysis completed on 1/29/2026

+445
Proof of Usefulness Score
Certified Problem Solver

Reveal Security is a legitimate, venture-backed cybersecurity company (Series A, $23M raised) specializing in Identity Threat Detection and Response (ITDR). Despite a low-quality submission containing vague and inaccurate claims (e.g., 'most people have used my product'), external verification confirms the company has significant traction, a team of ~42 employees, and a robust technological solution using unsupervised machine learning for insider threat detection. The project scores highly on utility, innovation, and traction/funding, significantly outperforming the 'Calibration Reference' of HackerNoon in terms of capital backing and market heat, though penalized for the poor quality of the submission inputs.

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Score Breakdown

Real World Utility+25.50
Audience Reach Impact+11.00
Technical Innovation+15.30
Evidence Of Traction+31.88
Market Timing Relevance+9.50
Functional Completeness+0.25
Subtotal420.4)
Usefulness Multiplierx1.06
Final Score+445

Project Details

Project URL
Description
Reveal.security is a cybersecurity company that specializes in providing advanced security solutions to protect organizations from cyber threats. The company focuses on detecting and mitigating insider threats and lateral movement within networks, ensuring that sensitive data and systems remain secure. By leveraging cutting-edge technology and innovative approaches, Reveal.security helps businesses safeguard their digital assets and maintain the integrity of their operations. Their solutions are designed to be scalable and adaptable, catering to the unique security needs of various industries.

Algorithm Insights

Market Position
Strong market validation with clear user adoption patterns
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