CVE Vulnerability Data
Comprehensive CVE database with exploits and patches — the foundation data for security AI.
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What Is CVE Vulnerability Data?
CVE (Common Vulnerabilities and Exposures) vulnerability data forms the foundational intelligence layer for security operations, threat intelligence platforms, and vulnerability management solutions. This data encompasses disclosed security flaws, exploit methodologies, patch availability, and real-world exploitation timelines that power defensive automation and risk prioritization across enterprise security teams. In 2025, the vulnerability landscape experienced unprecedented scale, with over 21,500 CVEs disclosed in the first half of the year alone, with more than one-third rated as High or Critical severity. The data is critical because attackers now weaponize new CVEs within hours or days of disclosure, forcing security teams to make rapid patching decisions based on exploit reality rather than severity scores alone.
Market Data
21,000+
CVEs Disclosed (H1 2025)
Source: DeepStrike
~133 new flaws daily
Daily CVE Rate
Source: DeepStrike
38% of 2025 CVEs
High/Critical Severity
Source: DeepStrike
Up to 118,000 CVEs
2026 CVE Projection (Upper Bound)
Source: Computer Weekly / FIRST
28.3% in Q1 2025
KEVs Exploited <1 Day After Disclosure
Source: VulnCheck
Who Uses This Data
What AI models do with it.do with it.
Security Operations Centers (SOCs)
Teams use CVE data with exploit intelligence to prioritize patch cycles and allocate remediation resources based on actual weaponization evidence rather than CVSS scores alone. Public exploit data helps identify which vulnerabilities are already being actively exploited in the wild.
Vulnerability Management Platforms
Commercial solutions from vendors like Tenable and Qualys integrate CVE data feeds to provide continuous scanning, real-time risk scoring, and automated patch recommendations aligned with exploit timelines and threat actor activity patterns.
Threat Intelligence & Red Teams
Security researchers and adversary simulation teams use CVE databases to understand attack techniques, validate exploit code functionality, and develop defensive controls. The data enables simulation of realistic attack chains using known-exploited vulnerabilities.
Enterprise Risk & Compliance Teams
Organizations leverage CVE statistics and breach impact data to justify security budgets, inform regulatory compliance strategies, and track industry-specific vulnerability trends across sectors like finance, healthcare, and SaaS.
What Can You Earn?
What it's worth.worth.
CVE Feed Licensing
Varies
Pricing depends on feed freshness (real-time vs. batched), historical depth, enrichment level (exploit data, patch status, threat actor attribution), and enterprise scale.
Exploit Intelligence Add-ons
Varies
Customers pay premium rates for known-exploited vulnerability (KEV) tracking, weaponization timelines, and active threat actor exploitation data — often 2-3x base feed costs.
Platform Integration & APIs
Varies
Enterprise customers purchasing automated SIEM/SOAR integration, custom enrichment pipelines, and SLA-backed delivery typically negotiate annual contracts rather than per-record pricing.
What Buyers Expect
What makes it valuable.valuable.
Real-Time or Near-Real-Time Disclosure
With attackers exploiting vulnerabilities within hours of disclosure, buyers demand CVE data available within 24 hours of public release, ideally with pre-disclosure zero-day intelligence for premium customers.
Exploit Status & Weaponization Evidence
Security teams require proof of exploitation — public exploit code, in-the-wild attack activity, threat actor use — rather than just CVSS scores. Data must link to source evidence (Shodan findings, sandbox detonations, threat reports).
Patch & Mitigation Tracking
Complete metadata on vendor patch availability, workarounds, compensating controls, and timeline to patch release. Buyers need to know not just the vulnerability exists, but when fixes are available by vendor version.
Threat Actor & Campaign Context
Intelligence on which APTs, financially-motivated groups, or script kiddies are exploiting specific CVEs. Customers use this to tie vulnerability risk to their threat model and prioritize based on relevant actor activity.
Sector-Specific & Geographic Targeting
Metadata on which industries and regions are being targeted with specific CVEs. Healthcare, finance, and critical infrastructure buyers need to know if a vulnerability is being used against their sector.
Companies Active Here
Who's buying.buying.
Dominant vulnerability management platform vendors that license CVE feeds, integrate exploit intelligence, and resell enriched vulnerability data through scanning and risk management dashboards to enterprises worldwide.
Threat intelligence platform that aggregates and contextualizes CVE data with real-time threat actor exploitation signals, publishing monthly CVE landscape reports and KEV tracking to inform customer prioritization.
Specializes in threat-informed vulnerability prioritization, addressing the gap between public CVE/NVD data and operational reality by providing exploit intelligence and real-world exploitation metrics to security teams.
Publishes known-exploited vulnerabilities (KEV) tracking with Q1 2025 data on exploitation timelines and weaponization speeds, serving organizations needing fast signals on which vulnerabilities are actively being weaponized.
Software vendors themselves are major consumers of CVE data for internal patch planning and customer communication. January 2026 data shows Microsoft and SmarterTools accounting for 30% of critical vulnerabilities identified.
FAQ
Common questions.questions.
How fast are new CVEs being exploited?
In Q1 2025, 28.3% of known-exploited vulnerabilities (KEVs) had exploitation evidence disclosed within 1 day of CVE publication. Attackers now weaponize new CVEs within hours or days of disclosure, making rapid patching decisions critical.
What volume of CVE data should I expect in 2026?
FIRST's 2026 Vulnerability Report projects CVE disclosures could reach between 70,000 and 118,000 in 2026, up from 21,000+ in H1 2025 alone. The growth reflects increased IoT, cloud technologies, and continuous vulnerability discovery.
Why is CVE data alone insufficient for security teams?
Public CVE/NVD data lacks exploit evidence, threat actor attribution, and real-world exploitation timelines. Security teams lose when they patch by CVSS score rather than exploit reality. Enriched CVE data with KEV tracking and threat context is essential for effective prioritization.
Which vendors dominate CVE vulnerability management?
Tenable and Qualys lead the vulnerability management market, which was valued at $14.94 billion in 2024 and is projected to reach $24.08 billion by 2030 at 8% CAGR. Recorded Future, Flashpoint, and VulnCheck provide specialized threat intelligence layers on top of CVE data.
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