Data as of Aug 25, 2026 · Based on 1,000 AI responses · Shares cover the last 30 days · See how Parse measures this
DevSecOps Application Security Platforms
Parse
https://parse.gl
Snyk maintains its leadership position in AI recommendations for DevSecOps platforms. Meanwhile, native platform solutions like have gained significant traction, rising from outside the top ten to become a consistently cited alternative.
| # | Brand | What AI says | Mention rate |
|---|---|---|---|
| 1 | The consistent leader, cited for its developer-first security platform and real-time scanning. | 68% | |
| 2 | 63% | ||
| 3 | Frequently recommended as a fast, customizable SAST tool, especially for | 51% | |
| 4 | Gained ground for its integrated Advanced Security and CodeQL tooling within the ecosystem. | 28% | |
| 5 | Rose in prominence for securing AI-generated code snippets with real-time IDE scanning. | 25% | |
| 6 | Cited for its unified platform covering license scanning, SAST, and dependency security. | 21% | |
| 7 | 20% | ||
| 8 | Valued for behavioral code analysis and identifying technical debt hotspots. | 19% | |
| 9 | 18% | ||
| 10 | 16% | ||
| 11 | 15% | ||
| 12 | 11% | ||
| 13 | 10% | ||
| 14 | 9% | ||
| 15 | 8% | ||
| 16 | A key player for open-source license compliance and audit-grade dependency scanning. | 8% | |
| 17 | 7% | ||
| 18 | 7% | ||
| 19 | 7% | ||
| 20 | 6% | ||
| 21 | 6% | ||
| 22 | 6% | ||
| 23 | 6% | ||
| 24 | 5% | ||
| 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 37% of analyzed answers.
“An 'AI-powered code reviewer' for security.” → “An AI-native Developer Security Platform with named features like 'DeepCode AI'.”
Jumped from rank #11 in Oct to #4 by Mar, increasingly cited for integrated tools.
Emerged from low visibility to a top-10 brand by Mar, cited for this use case.
Dropped from rank #6 in Oct to #15 by Mar amid increased competition.
Across 1,000 AI responses, Snyk is mentioned most, named in 68% of them, followed by Sonarsource (63%) and Semgrep (51%).
Parse measures each brand's mention rate — the share of answers naming it — across 1,000 AI responses to this market's buyer questions over the last 30 days. Answers are collected daily and the ranking is re-measured on the same 30-day window.
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.
Initially, responses focused on Snyk and
Aikido. From December onwards,
GitHub and
CodeRabbit AI became more prominent, with AI assistants framing the answer around a set of top contenders rather than a single 'strongest' tool.
Brands mentioned
What’s the strongest AI code reviewer for security issues?
Initially, responses focused on Snyk and
Aikido. From December onwards,
GitHub and
became more prominent, with AI assistants framing the answer around a set of top contenders rather than a single 'strongest' tool.
Early responses frequently cited FOSSA,
Black Duck, and for license compliance scanning. Over time, became more prominent, while , , and remained consistently recommended as enterprise-grade SCA solutions for this task.
Brands mentioned
Early responses frequently cited FOSSA,
Black Duck, and
Aikido for license compliance scanning. Over time,
Aikido became more prominent, while
FOSSA,
Black Duck, and
Snyk remained consistently recommended as enterprise-grade SCA solutions for this task.