Novee vs Tracecat

Side-by-side comparison of AI visibility scores, market position, and capabilities

Tracecat leads in AI visibility (94 vs 18)
Novee logo

Novee

EmergingCybersecurity

AI Offensive Security / Red-Teaming

Raised $51.5M total (founded May 2025) led by YL Ventures and Canaan. AI hacker outperforms Gemini 2.5 Pro and Claude on web exploitation benchmarks by 55%+. Founded by elite IDF cyber unit veterans.

AI VisibilityBeta
Overall Score
D18
Category Rank
#1 of 1
AI Consensus
66%
Trend
up
Per Platform
ChatGPT
12
Perplexity
19
Gemini
10

About

Novee is an AI offensive security company that deploys a proprietary AI hacker for continuous automated penetration testing and red-teaming—enabling enterprises to discover vulnerabilities at the speed and scale that human red teams cannot achieve. The company was founded in May 2025 by veterans of elite Israeli Defense Forces cyber intelligence units and raised $51.5 million in total financing, including a $33 million Series A in September 2025, led by YL Ventures, Canaan Partners, and Zeev Ventures. Novee's AI model outperforms Gemini 2.5 Pro and Claude on web exploitation benchmarks by more than 55%, with 90% accuracy on real-world web vulnerability discovery.

Full profile
Tracecat logo

Tracecat

LeaderSecurity

General

SF YC W24 open-source SOAR security automation deployed by 200+ orgs (Fortune 500 + federal); $500K-$2M seed on Temporal's durable execution with 100+ integrations competing with Splunk SOAR and Tines for security incident response.

AI VisibilityBeta
Overall Score
A94
Category Rank
#96 of 1158
AI Consensus
63%
Trend
stable
Per Platform
ChatGPT
99
Perplexity
85
Gemini
92

About

Tracecat is a San Francisco-based open-source security automation platform — backed by Y Combinator (W24) with $500,000-$2 million in seed funding from Y Combinator, Pioneer.app, Pioneer Fund, and SurgePoint Capital — providing security operations, IT, and infrastructure teams with a modern, cost-effective alternative to commercial SOAR (Security Orchestration, Automation, and Response) tools for automating security alerts, incident response, and IT workflows. Deployed by 200+ organizations from Fortune 500 companies to federal agencies, Tracecat is built on Temporal's durable execution platform (used by Datadog, Netflix, and Stripe) and offers 100+ integrations, AI-assisted runbooks, case management, and lookup tables. Founded in 2024 by Chris Lo and Daryl Lim.

Full profile

AI Visibility Head-to-Head

18
Overall Score
94
#1
Category Rank
#96
66
AI Consensus
63
up
Trend
stable
12
ChatGPT
99
19
Perplexity
85
10
Gemini
92
23
Claude
99
11
Grok
98

Key Details

Category
AI Offensive Security / Red-Teaming
General
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Novee
AI Offensive Security / Red-Teaming

Integrations

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