Who AI recommends, and when it changes.
Data as of Apr 11, 2026 · Based on 18 AI answers · A buyer need in CI/CD Application Security Scanning Tools. · See how Parse measures this
leads recommendations for application security posture management, with AI assistants emphasizing its AI-native platform and Risk Intelligence Graph that correlate vulnerabilities across the SDLC. It holds a 27.8% share, followed by One at 22.2%.
Where a different pick wins:
Checkmarx One is cited for its unified platform and comprehensive coverage across security testing types, specifically suited for complex enterprise needs. · 3 sources
Aikido is highlighted as a lightweight platform combining SAST, SCA, DAST, and IaC scanning, best suited for startups and small teams. · 2 sources
StackHawk is recommended specifically for dynamic application security testing within CI/CD pipelines. · 1 source
SonarQube is cited for its SAST checks that identify bugs, security vulnerabilities, and code smells during commits. · 1 source
Wiz is noted for connecting code-level risks to runtime context, offering a code-to-cloud security view. · 1 source
Recommendation share
Checkmarx leads at 28% of AI recommendations; Cycode follows at 28%.
By platform
Platforms disagree: Cycode leads on Google AI Overviews, Checkmarx on ChatGPT.
Representative prompts behind this market ranking, and how AI tends to answer.
Why here: Mentioned for its unified platform covering SAST, SCA, and other testing across the SDLC. · 1 source
Why here: Recommended for its AI-native platform and Risk Intelligence Graph that correlates vulnerabilities across the SDLC. · 4 sources
Why here: Cited for developer-focused consolidation combining multiple security tools and prioritizing meaningful alerts, suitable for lean teams. · 2 sources
Why here: Highlighted for built-in SAST, DAST, dependency scanning within the development platform. · 1 source
Why here: Recommended for developer-friendly security with a shift-left approach and strong dependency scanning. · 1 source
Why here: Suggested as a DAST tool for developers, often alongside OWASP ZAP. · 1 source
Why here: Noted for its automation in CI/CD pipelines to block insecure code commits. · 1 source
Why here: Mentioned as a code-to-cloud security option connecting code risks to runtime context. · 1 source
“What is the best tool for creating a secure software development lifecycle (SDLC) by integrating security checks at every stage?”
AI assistants answer with top ASPM tools; Cycode and
Checkmarx One dominate the recommendations, often labeled best for AI-native and enterprise use respectively, while appears for developer-focused consolidation.