Data as of Aug 25, 2026 · Based on 1,687 AI responses · See how Parse measures this
Security Validation and Red Teaming Platforms
Parse
https://parse.gl
StackHawk leads the current landscape for security validation and red teaming platforms, offering developers seamless CI pipeline integration for vulnerability management. This contested leaderboard places Zed Attack Proxy (ZAP) within two percentage points of the top position, reflecting a market focused on automation and accessibility.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | 21% | ||
| 2 | 19% | ||
| 3 | Autonomous offensive platform using multi-agent AI to chain web application vulnerabilities. | 19% | |
| 4 | 18% | ||
| 5 | Reliable, open-source DAST standard for automated web and API security scanning. | 17% | |
| 6 | 16% | ||
| 7 | Autonomous testing platform focused on validating attack paths and enterprise security resilience. | 16% | |
| 8 | 15% | ||
| 9 | 14% | ||
| 10 | 14% | ||
| 11 | Developer-centric DAST that runs directly within CI pipelines for rapid feedback. | 13% | |
| 12 | Provides spec-driven API auditing and security enforcement early in build processes. | 13% | |
| 13 | 12% | ||
| 14 | Autonomous pentesting engine mapping internal and external attack paths for validation. | 11% | |
| 15 | 11% | ||
| 16 | 11% | ||
| 17 | 10% | ||
| 18 | 10% | ||
| 19 | 10% | ||
| 20 | 9% | ||
| 21 | 8% | ||
| 22 | 7% | ||
| 23 | 7% | ||
| 24 | 7% | ||
| 25 | 6% |
Who wins on each AI
ChatGPT favors control-centric validation like AttackIQ while Google AI Overviews prioritizes broad infrastructure platforms like FireCompass and Intruder.
Sources AI cited
aikido.dev is the page AI reaches for most here, cited in 29% of analyzed answers.
Pentera went from not named in Oct 2025 to #1 in this ranking by Aug 2026.
“emerging DAST tool for developers” → “standard CI pipeline requirement for API testing”
42Crunch fell from #1 to #6 in this ranking since Oct 2025.
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 33% | 21% | ||
| 23% | 14% | ||
| 15% | 20% | ||
| 19% | 19% | ||
| 0% | 19% |
StackHawk leads the current landscape for security validation and red teaming platforms, offering developers seamless CI pipeline integration for vulnerability management. This contested leaderboard places OWASP Zed Attack Proxy (ZAP) within two percentage points of the top position, reflecting a market focused on automation and accessibility.
Across 1,687 AI responses, Rapid7 is mentioned most, named in 21% of them, followed by Aikido (19%) and XBOW (19%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,687 AI responses to this market's buyer questions. Answers are collected daily and the ranking is published weekly.
Brands enter the ranking when AI answers mention them. Parse collects answers daily and publishes the re-measured set weekly, so new brands appear as AI starts recommending them.
AI responses emphasize balancing deep detection with actionable scoring. Tenable Nessus,
Qualys VMDR, and
Rapid7 InsightVM consistently surface across platforms.
Brands mentioned
AI responses emphasize balancing deep detection with actionable scoring. Tenable Nessus,
Qualys VMDR, and
Rapid7 InsightVM consistently surface across platforms.
Responses have evolved from listing early-stage AI tools like Penti to citing robust autonomous platforms like XBOW and
NodeZero.
Brands mentioned
Responses have evolved from listing early-stage AI tools like Penti to citing robust autonomous platforms like XBOW and
Horizon3.ai NodeZero.
The market map