Advanced Malware Analysis and Detection
VMRay (vmray.com) scores 60 out of 100 on Brand Analyzer, placing it in the Developing tier among Technology brands, SaaS brands, in the 8th percentile of 55817 Technology brands.
VMRay is a cybersecurity technology company that helps organizations detect and analyze sophisticated malware and evasive threats. It offers agentless, hypervisor-based sandboxing technology designed to identify evasive malware with high accuracy and minimal false positives. The company positions itself as a provider of advanced threat detection and malware analysis solutions for enterprise security operations and threat intelligence teams, serving SOCs, incident responders, and cybersecurity professionals.
| Brand Name | VMRay |
|---|---|
| Domain | vmray.com |
| Industry | Technology, SaaS |
| Main Competitors | VirusTotal (84/100), Palo Alto Networks (WildFire) (88/100), Joe Security (Joe Sandbox) (68/100), CrowdStrike (92/100), FireEye (Trellix) (94/100), Cuckoo Sandbox (67/100), ANY.RUN (78/100), Hybrid Analysis (CrowdStrike) (68/100) |
Moz Domain Authority 45/100 vs category average 39 / leader 100 - a strong backlink profile, so AI systems frequently encounter mentions of the brand.
Ranked #387,222 on the Tranco list of most-visited sites - modest traffic makes the brand easy for AI models to overlook.
No Wikipedia presence was found - a major gap, since Wikipedia is among the most heavily weighted sources in AI training data.
The homepage meta description reads "VMRay helps organizations detect and analyze sophisticated malware and evasive threats to strengthen their cybersecurity defenses." (No meta description) - this is the summary AI engines are most likely to quote.
Structured data on the homepage: No structured data or Open Graph tags detected. Adding Organization and FAQ schema would further help AI crawlers parse the brand's identity.
AI-crawler access: No robots.txt found (default: all bots allowed, but explicit file preferred) - robots.txt controls whether engines like GPTBot and ClaudeBot can read the site at all.
Detected tech stack: Nginx.
Social footprint: verified profiles on X (Twitter), LinkedIn, Facebook, Instagram, YouTube, GitHub - consistent profiles reinforce the brand's identity across the web.
0 Reddit mentions - community discussion signals real-world reputation to AI models.
Live results from asking a general-purpose AI assistant about the brand, checked September 2026.
When asked "What is VMRay?", Claude could identify the brand as of September 2026. VMRay is a cybersecurity company based in Germany that provides advanced malware analysis and detection solutions, primarily through its sandboxing technology used to safely execute and analyze suspicious files and URLs. Its flagship product, VMRay Analyzer, is known for agentles Best known for Agentless, hypervisor-level malware sandboxing technology resistant to evasion techniques.
When asked "Best brands similar to VMRay?", Claude would recommend VMRay as of September 2026. It's a well-regarded, technically differentiated player in malware analysis and sandboxing, often mentioned alongside tools like Joe Sandbox or Cuckoo Sandbox in security contexts.
Common questions people ask in Google, ChatGPT, Claude, Gemini, Perplexity, and other AI search engines.
VMRay's main competitors in Technology: VirusTotal (84/100), Palo Alto Networks (WildFire) (88/100), Joe Security (Joe Sandbox) (68/100), CrowdStrike (92/100), FireEye (Trellix) (94/100).
Sources: Brand Analyzer scan
VMRay has low AI-search visibility, scoring 16/100 on Brand Analyzer's AI visibility composite (visibility 5, trust 19, recommendation 32). This estimates how likely AI engines like ChatGPT, Claude, Gemini and Perplexity are to know, trust, and recommend the brand.
Sources: VMRay official site
VMRay develops agentless, hypervisor-based sandboxing technology that detects evasive malware with high accuracy and minimal false positives. This enables security teams to analyze malicious files and behaviors at scale, strengthening an organization's overall cybersecurity defenses.
Sources: VMRay official site
VMRay scores 32/100 on Brand Analyzer's AI recommendation signal, indicating it is less likely to be surfaced when AI assistants like ChatGPT suggest Technology options. Recommendation depends on crawlability, structured data, and category authority.
Sources: VMRay official site
VMRay offers agentless, hypervisor-based sandboxing technology for malware detection and analysis. Its solutions are designed to identify sophisticated and evasive threats, enabling security operations and threat intelligence teams to analyze malware efficiently and at scale.
Sources: VMRay official site
VMRay is a cybersecurity technology company that specializes in malware detection and analysis. It provides software solutions designed to help organizations identify and understand sophisticated and evasive malware threats, supporting enterprise security operations.
Sources: VMRay official site
VMRay can improve AI discoverability by strengthening structured data (Organization and FAQ schema), maintaining an accurate Wikipedia/Wikidata entity, earning authoritative citations, and keeping content crawlable for AI bots. Brand Analyzer measures these as visibility, trust, and recommendation signals.
Sources: VMRay official site
VMRay is used by enterprise security operations centers (SOCs), incident responders, threat intelligence analysts, and cybersecurity professionals who require advanced malware detection and analysis capabilities.
Sources: VMRay official site
VMRay is known for its agentless, hypervisor-based sandboxing approach to malware analysis, which is designed to detect evasive threats while minimizing false positives compared to traditional detection methods.
Sources: VMRay official site
VMRay scores 16/100 for AI visibility - how well ChatGPT, Claude, Perplexity and Google AI Overviews can discover, identify and cite the brand.
VMRay has a weak AI-visibility profile at 16/100 - a proxy for how readily ChatGPT, Perplexity and Google's AI Overviews can recognise and cite it. Its strongest area is recommendation likelihood (32/100) and its weakest is visibility (5/100). It benefits from a global traffic rank of #387,222 (Tranco), a Moz Domain Authority of 45/100 and open access for AI crawlers (GPTBot, ClaudeBot, etc.). The main gaps holding it back: no clear Wikipedia entity to anchor it in LLM training data, no strong Wikidata entry and thin schema.org structured data. In a live check, Claude could already identify VMRay from memory (September 2026) - a sign these signals are paying off.
The score combines seven dimensions - name quality, digital presence, visual identity, messaging clarity, trust foundation, AI discoverability, and brand authority - into a single objective benchmark.
Ranked closest to VMRay: Vercel (60/100), vivideconomics (60/100), vogelpark.de (60/100), Vrcades (60/100).
A step up - brands to learn from: Zypp Electric (71/100), 作业帮 (Zuoyebang) (71/100).
Category leader: Hostinger (97/100).
Brand Analyzer is built by DataEase AI. Track your brand in ChatGPT, Gemini and Perplexity.