Side-by-side comparison of AI visibility scores, market position, and capabilities
Raised $57M led by Accel and Cyberstarts (Mar 2026). Builds context graph linking assets, identities, and permissions across identity, cloud, SaaS, and IT.
Surf AI is an agentic security operations company that builds a living context graph linking enterprise assets, owners, permissions, and dependencies across identity, cloud, data, HR, and IT systems. The company raised $57 million in launch financing led by Accel and Cyberstarts — the two most active institutional investors in Israeli cybersecurity — and emerged from stealth in March 2026.
Malwarebytes is an endpoint protection platform offering malware detection, remediation, and EDR for consumers, SMBs, and enterprises across Windows, Mac, and mobile.
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.
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