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VulnCheck: The AI-Powered Vulnerability Prediction Engine
How a 32-person startup is using machine learning to predict zero-day attacks before they happen
In a world where adversaries exploit vulnerabilities in minutes, traditional vulnerability management is already obsolete. VulnCheck isn't just another security platform—it's a predictive intelligence engine that turns the tables on attackers.
"The most dangerous vulnerability isn't the one you know about—it's the one attackers discover before you do."
The Prediction Play
VulnCheck's core thesis is radical: most CVEs are red herrings. The real value lies in predicting which vulnerabilities attackers will weaponize next. Their platform analyzes exploit code, threat actor behavior, and infrastructure patterns to surface the 2% of vulnerabilities that matter. With 32 employees and $5.3M in revenue, they're already proving that predictive intelligence beats reactive patching.
The Traffic Anomaly
Here's what's fascinating: 51% of VulnCheck's traffic is direct. In cybersecurity, that's a massive signal—it means security teams aren't just browsing, they're logging in daily. The 1,590 monthly searches for 'vulncheck' vs 136,790 for 'react2shell' tells the story: they're solving a problem so acute that when you need it, you know exactly where to go.
The founders' background matters here. Anthony Bettini (CEO) and Jacob Baines (CTO) aren't just building another dashboard—they're building an intelligence layer. The fact that their GitHub (vulncheck-oss) is active while their blog focuses on 'Canary Intelligence' suggests they're open-sourcing tactical tools while keeping the predictive engine proprietary. That's a classic enterprise security play.
- Predictive intelligence over reactive patching (their core differentiator)
- Open-source tooling (vulncheck-oss) as a lead magnet for their enterprise platform
- Direct traffic dominance (51%) signals product-market fit in a crowded market
- Small team, high revenue per employee ($165K+) suggests efficient scaling
The Bottom Line
VulnCheck is betting that the future of cybersecurity isn't about knowing every vulnerability—it's about predicting which ones will kill you. With $19.6M in funding and a hyper-focused team, they're either building the next unicorn or proving that predictive intelligence is the only intelligence that matters.
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VulnCheck - Outpace Adversaries
Vulnerability intelligence that predicts avenues of attack with speed and accuracy.
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About vulncheck.com
Vulnerability intelligence that predicts avenues of attack with speed and accuracy.
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vulncheck.com uses 16 technologies across their website including PHP, WordPress, cdnjs, and more.
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vulncheck.com receives approximately 73.0K monthly visitors and ranks #450,693 globally. The website has a bounce rate of 41% with visitors viewing an average of 2.9 pages per visit. Users spend an average of 3:19 on the site.
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