Data as of Oct 18, 2026Based on 184 AI responses
Reviewed by Dimitry Apollonsky
Rank and Mentioned in · since Jul 6
| # | Brand | Recommended for | Mentioned in |
|---|---|---|---|
| 1 | developer-friendly platform for scanning dependencies and real-time AI code snippets | developer-friendly platform for scanning dependencies and real-time AI code snippets | 41% |
| 2 | automated code quality checks, security gates, and technical due-diligence reviews | automated code quality checks, security gates, and technical due-diligence reviews | 38% |
| 3 | lightweight, fast static analysis using custom YAML-based rules | lightweight, fast static analysis using custom YAML-based rules | 38% |
| 4 | automated dependency scanning and legal open-source license compliance reports | automated dependency scanning and legal open-source license compliance reports | 28% |
| 5 | deep semantic security scanning built natively into GitHub workflows | deep semantic security scanning built natively into GitHub workflows | 27% |
| 6 | enterprise open-source compliance scanning and technical risk audits | enterprise open-source compliance scanning and technical risk audits | 26% |
| 7 | behavioral code analysis and technical debt visualization for due diligence | behavioral code analysis and technical debt visualization for due diligence | 24% |
| 8 | developer-friendly static application security testing for codebase vulnerabilities | developer-friendly static application security testing for codebase vulnerabilities | 20% |
| 9 | analyzing stack traces and runtime data for root-cause debugging | analyzing stack traces and runtime data for root-cause debugging | 9% |
| 10 | enforcing standards and finding problematic patterns using security plugins | enforcing standards and finding problematic patterns using security plugins | 9% |
| 11 | 9% | ||
| 12 | 9% | ||
| 13 | 9% | ||
| 14 | 7% | ||
| 15 | 7% |
Weeks of Jul 27 – Aug 23, 2026 · Since Jul 5
More topics
Widest split: Semgrep, 47% on ChatGPT Search and 27% on Google AI Mode.
41% of citations point at the ranked brands’ own sites. appsecsanta.com, arxiv.org, youtube.com are the most-cited sites outside the ranked brands’ own domains.
Market map
Mentioned in · since Jul 6
Leading brands by topic
I'm looking for an AI-powered solution to help our legal department with open-source license management. Which tools can automatically scan our dependency tree for compliance risks?
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