Proof of Usefulness Report

Mandiant

Analysis completed on 1/25/2026

+726
Proof of Usefulness Score
Category Standard

Mandiant is a premier cybersecurity entity with undeniable traction (acquired by Google for ~$5.4B) and critical real-world utility in threat intelligence. However, the submission itself is low-effort, containing vague and inaccurate claims about the user base ('most people have used my product', 'everyone') which do not reflect the B2B/Enterprise nature of the service. Despite the poor submission quality, the project's massive scale, verified revenue, and market dominance drive the score into the highest tier.

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Score Breakdown

Real World Utility+230.0
Audience Reach Impact+120.0
Technical Innovation+162.0
Evidence Of Traction+250.0
Market Timing Relevance+85.0
Functional Completeness+7.5
Subtotal+854.5
Usefulness Multiplierx0.85
Final Score+726

Project Details

Project URL
Description
Mandiant, accessible through its domain mandiant.com, is a renowned cybersecurity firm specializing in threat intelligence and incident response services. Founded in 2004, the company has established itself as a leader in identifying and mitigating cyber threats for organizations worldwide. Mandiant provides a comprehensive suite of solutions designed to enhance cybersecurity resilience, including advanced threat detection, security assessments, and strategic consulting. The company is known for its expertise in responding to high-profile cyber incidents and its ability to deliver actionable intelligence to help organizations protect their digital assets.

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