Proof of Usefulness Report

SnapAttack

Analysis completed on 1/30/2026

+773
Proof of Usefulness Score
Unicorn Utility

SnapAttack is a high-value cybersecurity threat hunting platform spun out of Booz Allen Hamilton in 2021 and acquired by Cisco in late 2024/early 2025. Despite the low-quality submission (which falsely claimed 'everyone' uses it), external verification confirms it is a market-leading tool with significant enterprise traction, 'detection-as-code' innovation, and a successful exit. The score reflects its proven commercial viability and strategic importance, heavily penalized only in the 'Response Quality' and 'Reach' sections due to the niche B2B nature and poor form data.

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Score Breakdown

Real World Utility+270
Audience Reach Impact+80
Technical Innovation+144
Evidence Of Traction+356
Market Timing Relevance+90
Functional Completeness+3
Subtotal+943
Usefulness Multiplierx0.82
Final Score+773

Project Details

Project URL
Description
SnapAttack is a threat management platform that enables our customers to prioritize threats, share intelligence, detect, hunt, and validate detection controls across integrated platforms.

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