Malwarebytes vs Horizon3.ai

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

AI visibility is closely matched (72 vs 74)
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
B72
Category Rank
#56 of 279
AI Consensus
82%
Trend
stable
Per Platform
ChatGPT
77
Perplexity
74
Gemini
71

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
Horizon3.ai logo

Horizon3.ai

LeaderCybersecurity

Autonomous Penetration Testing

Horizon3.ai's NodeZero platform has executed 170,000+ autonomous pentests across 4,000 companies; reported 137% ARR growth in 1H 2025 with enterprise ARR up 485% YoY;

AI VisibilityBeta
Overall Score
B74
Category Rank
#26 of 279
AI Consensus
81%
Trend
stable
Per Platform
ChatGPT
73
Perplexity
75
Gemini
72

About

Horizon3.ai is a cybersecurity company founded in 2019 by former US National Security veterans and headquartered in San Francisco. Its flagship product, NodeZero, is an autonomous penetration testing platform that executes real-world attack techniques without agents or disruption — simulating what a sophisticated attacker would do across networks, Active Directory environments, cloud infrastructure, and containerized workloads. NodeZero autonomously discovers and chains vulnerabilities, exfiltrates credentials, and generates remediation guidance, replacing the need for infrequent and expensive manual pentests.

Full profile

AI Visibility Head-to-Head

72
Overall Score
74
#56
Category Rank
#26
82
AI Consensus
81
stable
Trend
stable
77
ChatGPT
73
74
Perplexity
75
71
Gemini
72
70
Claude
68
75
Grok
68

Key Details

Category
Endpoint Protection & Remediation
Autonomous Penetration Testing
Tier
Leader
Leader
Entity Type
brand
brand

Capabilities & Ecosystem

Capabilities

Only Malwarebytes
Endpoint Protection & Remediation

Integrations

Only Malwarebytes

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