VulnPath started as a personal frustration — one too many mornings spent piecing together an attack narrative from a NVD advisory, a GitHub PoC, and a half-dozen MITRE pages just to answer a question that should take seconds.
When a critical CVE drops, the real question isn't "what's the CVSS score?" — it's "how does this actually get exploited, and what's the blast radius?" Those are two very different questions, and the NVD only answers the first one.
To answer the second, you go digging. You cross-reference the advisory with the CWE description, look for a PoC or writeup, try to map it to an ATT&CK tactic, and then sit down and mentally walk through the attack chain — attacker gets in via X, pivots to Y, achieves Z. By the time you've done that for one CVE, 30 minutes are gone.
That's fine if you're doing deep research on a single vulnerability. It's not fine when you have twelve open tabs and a critical patch decision due by noon.
And then there's the briefing problem. You've done all that work — you actually understand how the exploit functions — and now you have to explain it to a director, a developer, or a customer who doesn't know what a CVSS vector is. So you start over, translating everything into plain English, hoping you don't lose the important nuance in the process.
That's the gap VulnPath was built to close. Not to replace deep research — but to eliminate the friction that wastes time before any real work can begin.
You type in a CVE ID. VulnPath fetches the NVD data, analyzes the CVSS vector and CWE identifiers, and uses that to pick the right attack graph structure — not a generic template, but one that actually reflects how the vulnerability class behaves. We then use AI to fill in the specific node labels, attack step descriptions, and MITRE ATT&CK technique mappings.
The result is a visual, navigable attack chain: every hop from the attacker's first move to the final impact, with MITRE technique IDs attached. A technical mode for security practitioners. A simple mode you can use when you need to brief someone outside the team. And it's all there in under 10 seconds.
It won't replace reading a detailed writeup for a vulnerability you're actively hunting. But for triage, for briefings, for building a mental model quickly — it's the starting point we always wanted and had to keep building by hand.
VulnPath is useful at a few different points in the vulnerability workflow — it's not one-size-fits-all, but it tends to help most here:
Triage a CVE in seconds instead of minutes. Get the attack chain laid out without hunting through five tabs. Use the MITRE mappings as a starting point for writing detections.
Quickly understand how a vulnerability class exploits before going deeper. See the full attack path from initial access to impact visualized before you start building a test case.
Get a clear picture of what a CVE actually means without needing your team to write a one-pager first. Simple mode is designed for exactly this — technical accuracy, zero jargon.
Understand whether a CVE in your dependencies is actually exploitable in your environment. Know what the attacker needs, what they can reach, and what the real-world impact looks like.
It's free to try — no account needed. We have six of the most exploited CVEs ready to demo, including Log4Shell, EternalBlue, and ProxyLogon. See the full attack chain for any of them and judge for yourself.