Proof of Usefulness Report

Arctic Wolf

Analysis completed on 1/13/2026

+718
Proof of Usefulness Score
Category Standard

Arctic Wolf is a verifiable cybersecurity unicorn with a market valuation of ~$4.3B, indicating exceptional traction and utility. However, the submission quality is low, containing inaccurate generalizations (e.g., claiming audience is 'everyone' and traction is 'most people') and data in incorrect fields. Despite the sloppy submission, the underlying business fundamentals (MDR leader, massive revenue/team) drive a high score, calibrated for a large-scale enterprise entity.

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Score Breakdown

Real World Utility+225
Audience Reach Impact+144
Technical Innovation+127
Evidence Of Traction+196
Market Timing Relevance+95
Functional Completeness+10
Subtotal+797
Usefulness Multiplierx0.9
Final Score+718

Project Details

Project URL
Description
Arctic Wolf is a cybersecurity company that specializes in providing security operations solutions to help organizations protect their digital assets. With a focus on managed detection and response, Arctic Wolf offers a comprehensive suite of services designed to identify, detect, and respond to cyber threats in real-time. The company leverages its proprietary cloud-native platform and a team of security experts to deliver 24/7 monitoring, threat detection, and incident response. Arctic Wolf aims to enhance the security posture of its clients by providing tailored solutions that address their unique security challenges, ensuring robust protection against evolving cyber threats.
Audience Reach
everyone
Target Users
everyone
Technologies
Cloud Computing, Cybersecurity Services-And-Products, Administrative
Traction Evidence
most people have used my product

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