What AI says about StackHawk
Since Jul 5Updated Nov 3, 2026Based on 11,814 AI responses
Reviewed by Dimitry Apollonsky
AI summary
StackHawk is an application and API security platform that runs dynamic tests directly in development and CI/CD pipelines. It comes up when buyers need automated security testing for APIs, discovery of internal endpoints, and checks integrated into the software development lifecycle.
Mentioned in
1%
of AI answers about StackHawk and its rivals
- ChatGPT1%
- Google AI Mode2%
Markets where AI mentions StackHawk
Market# · Mentioned in
All markets1%
- Security Validation and Red Teaming PlatformsAI picks OWASP Zed Attack Proxy (ZAP) and 3 more about as often#1 · 29%
- Enterprise API Security PlatformsAI picks Salt Security most#10 · 10%
- Continuous Automated Penetration TestingAI picks Pentera most#17 · 6%
- Developer Portal PlatformsAI picks Backstage most#29 · 3%
- API Documentation & Developer Portal PlatformsAI picks Mintlify and 1 more about as often#31 · 4%
- CI/CD Application Security Scanning ToolsAI picks Snyk and 1 more about as often#39 · 2%
- AI Red Teaming & Pen TestingAI picks Mindgard and 4 more about as often#91 · 1%
- AI-Powered Code Review & SAST ToolsAI picks Semgrep most#112 · <1%
- External Attack Surface Management ToolsAI picks CyCognito most#124 · <1%
Topics where AI mentions StackHawk
TopicMentioned in · on this topicRank
- AI picks mostMentioned in
- Best API security testing for CI pipelines?on this questionAI picks OWASP Zed Attack Proxy (ZAP) most88%
Excerpts where StackHawk appeared in the AI's answer
Google AI ModeOct 25, 2026, Google AI Mode StackHawk: Excellent for embedding dynamic application security testing (DAST) directly into CI/CD
Google AI ModeOct 21, 2026, Google AI Mode StackHawk: Integrates security checks directly into CI/CD using OpenAPI specs, GraphQL schemas, or gRPC paths to test running apps for BOLA and injection flaws.
- How do we test our API for every edge case? What's an AI that can analyze our API spec and automatically generate a suite of tests for security, performance, and edge cases?on this questionAI picks Postman most33%
Excerpts where StackHawk appeared in the AI's answer
Google AI ModeOct 16, 2026, Google AI Mode StackHawk: Great for the security layer; it analyzes source code or ingests specs
Google AI ModeSep 13, 2026, Google AI Mode StackHawk: Analyzes source code or ingests specs to immediately run security tests focusing on auth bypasses, data exposure, and business logic flaws.
- What's a solid API security platform that can detect business logic abuse and broken object-level authorization?on this questionAI picks Salt Security most18%
Excerpts where StackHawk appeared in the AI's answer
Google AI ModeAug 22, 2026, Google AI Mode StackHawk : If you are looking to shift-left and catch these flaws before production, StackHawk offers automated multi-user business logic and authorization testing
Google AI ModeAug 6, 2026, Google AI Mode StackHawk: An exceptional choice if you want to shift-left and catch these flaws before production.
- What's the best tool to discover and secure all the APIs in our environment?on this questionAI picks Salt Security most21%
Excerpts where StackHawk appeared in the AI's answer
Google AI ModeSep 20, 2026, Google AI Mode StackHawk - Best for shifting discovery and security left into the developer workflow.
Google AI ModeAug 23, 2026, Google AI Mode StackHawk : Best if you want discovery "left" in the development lifecycle.
How prominently AI mentions StackHawk
- Named first24%
- 2nd or 3rd25%
- Later50%
How AI rates StackHawk
Common descriptions
developer-first · developer-friendly · developer-focused · developer-centric · ci/cd integration · modern
Tone of AI’s statements about StackHawk
- Positive66%
- Neutral34%
- Mixed<1%
- Negative0%
StackHawk in AI answers
Question: Best API security testing for CI pipelines?
Google AI ModeOct 25, 2026
StackHawk: Excellent for embedding dynamic application security testing (DAST) directly into CI/CD
Google AI ModeOct 21, 2026
StackHawk: Integrates security checks directly into CI/CD using OpenAPI specs, GraphQL schemas, or gRPC paths to test running apps for BOLA and injection flaws.
Question: I need a service to perform continuous, automated penetration testing on our external-facing APIs.
ChatGPTOct 15, 2026
StackHawk runs dynamic security tests against live APIs and integrates with CI/CD pipelines.
Sources AI cites
- Your site43%
- 5 Best API Security Solutions for 2026 (opens in a new tab) · 9%Leaves StackHawk out
- 7 Best API Discovery Tools in 2026 (opens in a new tab) · 5%
- API Security Testing CI/CD: Automate Your Security (opens in a new tab) · 3%
- 8 Best API Security Testing Tools in 2026 - StackHawk, Inc. (opens in a new tab) · 2%Leaves StackHawk out
- AI Coding Agent Security Platform | StackHawk, Inc. (opens in a new tab) · 2%
- 11 Best API Testing Tools for 2026 (opens in a new tab) · 2%
- Broken Object Level Authorization (BOLA): API Attack & Prevention (opens in a new tab) · 2%
- OpenAPI Spec Generation: Unlocking API Testing Coverage (opens in a new tab) · 2%
- Runtime Application Business Logic Testing for API-Driven Apps (opens in a new tab) · 2%
- The Best Application Security Tools - StackHawk, Inc. (opens in a new tab) · 1%
- 6%
- Getting Started | StackHawk Documentation (opens in a new tab) · 2%
- API Discovery | StackHawk Documentation (opens in a new tab) · 1%
- Welcome to HawkDocs | StackHawk Documentation (opens in a new tab) · 1%
- StackHawk Platform | StackHawk Documentation (opens in a new tab) · <1%
- OpenAPI Spec Generation | StackHawk Documentation (opens in a new tab) · <1%
- StackHawk API | StackHawk Documentation (opens in a new tab) · <1%
- Business Logic Testing - StackHawk Documentation (opens in a new tab) · <1%
- Production Safe Scanning | StackHawk Documentation (opens in a new tab) · <1%
- Active Scanning Scripts | StackHawk Documentation (opens in a new tab) · <1%
- Jira Security | StackHawk Documentation (opens in a new tab) · <1%
- 5%
- Business Logic Testing: The Security Gap Traditional Tools Miss | Scott Gerlach, StackHawk - YouTube (opens in a new tab) · 1%
- API Discovery Feature: Sensitive Data Identification Office ... (opens in a new tab) · <1%
- API Security That Works: From Real-World Breaches to ... (opens in a new tab) · <1%
- API Security in an AI-Driven World (opens in a new tab) · <1%
- Are Your APIs Secure Enough Against Growing Threats Today (opens in a new tab) · <1%
- Business Logic Testing: The Security Gap Traditional Tools ... (opens in a new tab) · <1%
- Business Logic Testing - Scott Gerlach, StackHawk (opens in a new tab) · <1%
- Making API Catalogs AI native with MCP (opens in a new tab) · <1%
- Making API Catalogs AI native with MCP - YouTube (opens in a new tab) · <1%
- Understanding the #1 OWASP API vulnerability, Broken ... (opens in a new tab) · <1%
- 2%
- Generate API Tests from OpenAPI with AI (2026) (opens in a new tab) · 1%
- Continuous Integration Testing Tools: 9 Best (2026) (opens in a new tab) · <1%
- 10 Best API Security Testing Tools 2026 (OWASP Top 10) (opens in a new tab) · <1%
- API Testing: The Complete Guide to API Quality Assurance (2026) (opens in a new tab) · <1%
- Leaves StackHawk out1%
- 1%
- Has anyone used AI to help security audit and do penetration ... (opens in a new tab) · <1%
- Web application vulnerability scanner? : r/AskNetsec (opens in a new tab) · <1%
- Adding SAST and DAST to your CI pipeline without creating a false positive backlog that nobody reviews (opens in a new tab) · <1%
- We kept missing AI API security edge cases, so we ... - Reddit (opens in a new tab) · <1%
- How do you guys integrate automated security checks in your CI/CD pipelines? (opens in a new tab) · <1%
- Leaves StackHawk out1%
- API Security | Akamai (opens in a new tab) · 1%Leaves StackHawk out
- Akamai Doubles Down on API Security | Akamai (opens in a new tab) · <1%
- 1%
- CI/CD API Security: A Complete Automation Guide | APIsec (opens in a new tab) · <1%
- What is Broken Object Level Authorization (BOLA) and How to Fix It (opens in a new tab) · <1%
- How to Detect Business Logic Vulnerabilities in API | APIsec (opens in a new tab) · <1%
- How to Implement Automated API Security Testing in Development Workflows | APIsec (opens in a new tab) · <1%
- Secure Your Shadow APIs: Best Practices for API Discovery | APIsec (opens in a new tab) · <1%
- 1%
- API Pen Testing vs. Continuous Scanning: Key Differences & Benefits (opens in a new tab) · <1%
- API Scanning & Security Testing: The Core of Modern AppSec (opens in a new tab) · <1%
- BOLA vs BFLA: Key differences for API security teams - Invicti (opens in a new tab) · <1%
- Software Composition Analysis (SCA) (opens in a new tab) · <1%
