Novee vs Malwarebytes

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

Malwarebytes leads in AI visibility (91 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
Malwarebytes logo

Malwarebytes

LeaderCybersecurity

Endpoint Protection & Remediation

Malwarebytes is an endpoint protection platform offering malware detection, remediation, and EDR for consumers, SMBs, and enterprises across Windows, Mac, and mobile.

AI VisibilityBeta
Overall Score
A91
Category Rank
#1 of 1
AI Consensus
69%
Trend
up
Per Platform
ChatGPT
90
Perplexity
97
Gemini
95

About

Malwarebytes is a cybersecurity company headquartered in Santa Clara, California that provides endpoint protection, detection, and response software to consumers, small and midsize businesses, and enterprises. Founded in 2008, Malwarebytes originally built its reputation as a best-in-class malware remediation tool used to clean up infections that traditional antivirus software had missed — a positioning that grew a massive consumer user base and established the brand as a trusted remediation authority. The company subsequently expanded its product line from a standalone remediation utility to a full endpoint protection platform capable of replacing traditional antivirus, and has extended into EDR, DNS filtering, and incident response capabilities for business customers who need more than reactive cleanup.

Full profile

AI Visibility Head-to-Head

18
Overall Score
91
#1
Category Rank
#1
66
AI Consensus
69
up
Trend
up
12
ChatGPT
90
19
Perplexity
97
10
Gemini
95
23
Claude
87
11
Grok
85

Key Details

Category
AI Offensive Security / Red-Teaming
Endpoint Protection & Remediation
Tier
Emerging
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Novee
AI Offensive Security / Red-Teaming
Only Malwarebytes
Endpoint Protection & Remediation

Integrations

Only Malwarebytes

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