Data as of Aug 25, 2026 · Based on 1,054 AI responses · See how Parse measures this
CI/CD Application Security Scanning Tools
Parse
https://parse.gl
Snyk remains the dominant recommendation for CI/CD application security, consistently cited by AI assistants for its developer-first approach. However, has seen a dramatic rise in mentions since late 2025, now challenging established players as a top alternative for fast, customizable static analysis.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The developer-first leader for code, open-source dependency, and container scanning. | 78% | |
| 2 | 51% | ||
| 3 | A fast, customizable SAST tool with growing mentions for CI/CD integration. | 46% | |
| 4 | Lightweight, open-source scanner for vulnerabilities in containers, code, and IaC. | 45% | |
| 5 | Enterprise-grade platform for comprehensive SAST, DAST, and SCA scanning needs. | 42% | |
| 6 | 37% | ||
| 7 | A popular open-source DAST tool for scanning running web applications. | 36% | |
| 8 | A unified platform consolidating multiple scanners and focusing on actionable results. | 32% | |
| 9 | 29% | ||
| 10 | 26% | ||
| 11 | Specializes in securing containerized and cloud-native environments like Kubernetes. | 17% | |
| 12 | 17% | ||
| 13 | 15% | ||
| 14 | 15% | ||
| 15 | 13% | ||
| 16 | Enterprise-grade scanning platform providing SAST, DAST, and SCA solutions. | 13% | |
| 17 | 12% | ||
| 18 | 12% | ||
| 19 | 10% | ||
| 20 | 9% | ||
| 21 | 8% | ||
| 22 | 8% | ||
| 23 | 6% | ||
| 24 | 6% | ||
| 25 | 5% |
Who wins on each AI
The same market, seen by two models.
Sources AI cited
aikido.dev is the page AI reaches for most here, cited in 54% of analyzed answers.
Jumped from #21 to #2 in mentions between Oct 2025 and Mar 2026.
Rose from #14 to #6 in mentions between Oct 2025 and Mar 2026.
Dropped from #2 to #5 in overall mentions between Oct 2025 and Mar 2026.
“A code quality tool with some security features” → “A primary SAST tool combining code quality with security scanning”
| Brand | ChatGPT Search | Google AI Mode | Comparison |
|---|---|---|---|
| 88% | 82% | ||
| 78% | 64% | ||
| 59% | 55% | ||
| 65% | 28% | ||
| 54% | 45% |
The two models disagree most about TruffleHog (ChatGPT #23, Google #9) and Dependabot (ChatGPT #13, Google #25).
Snyk remains the dominant recommendation for CI/CD application security, consistently cited by AI assistants for its developer-first approach. However, Semgrep has seen a dramatic rise in mentions since late 2025, now challenging established players as a top alternative for fast, customizable static analysis.
Across 1,054 AI responses, Snyk is mentioned most, named in 78% of them, followed by Sonarsource (51%) and Semgrep (46%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,054 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.
Snyk is the most frequent recommendation for DevOps engineers integrating a scanner. is also consistently cited, especially for container scanning needs, while platforms like and tools like gained prominence in early 2026.
The market map