Real ChatGPT answer · index seedcJ2Yh3w19Z4completeB2B software · cybersecuritybrand

What are the top open source alternatives to Snyk that we can deploy today to handle automated vulnerability scanning for DevOps?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the top open source alternatives to Snyk that we can deploy today to handle automated vulnerability scanning for DevOps?
2 real searches · 1 real-search pass
open source vulnerability scanners DevSecOps tools official documentation Trivy Grype Dependency-Track Semgrep Checkov Gitleaks 2026Google ↗
OBSERVED
best open source Snyk alternatives self hosted vulnerability scanning DevSecOps Trivy Grype Dependency-Track Semgrep Bearer Gitleaks Checkov 2026Google ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
open source vulnerability scanners DevSecOps tools official documentation Trivy Grype Dependency-Track Semgrep Checkov Gitleaks 2026 Google ↗
best open source Snyk alternatives self hosted vulnerability scanning DevSecOps Trivy Grype Dependency-Track Semgrep Bearer Gitleaks Checkov 2026 Google ↗
  1. GitHub · github.com
  2. Documentation · trivy.dev
  3. Container Scanning · owasp.github.io
  4. Vulnerability · trivy.dev
  5. Grype · github.com
  6. Syft · github.com
  7. Anchore · anchore.com
  8. Software Composition Analysis (SCA) · owasp.github.io
  9. GitHub · github.com
  10. Documentation · dependencytrack.org
  11. OWASP Dependency-Track - Software Supply Chain Security · owasp.org
  12. Download · dependencytrack.org
  13. GitHub · github.com
  14. Documentation · semgrep.dev
  15. GitHub · github.com
  16. Documentation · checkov.io
  17. Infrastructure as Code (IaC) Scanning · owasp.github.io
  18. GitHub · github.com
  19. Documentation · github.com
  20. GitHub · github.com
  21. Documentation · google.github.io
  22. GitHub · github.com
  23. Website · defectdojo.com
  24. Vulnerability Management · owasp.github.io
  25. OWASP DevSecOps Guidelines · owasp.github.io

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
open source vulnerability scanners DevSecOps tools official documentation Trivy Grype Dependency-Track Semgrep Checkov Gitleaks 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
best open source Snyk alternatives self hosted vulnerability scanning DevSecOps Trivy Grype Dependency-Track Semgrep Bearer Gitleaks Checkov 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1