What are the best automated vulnerability scanning tools for DevOps that do not require an enterprise budget to get started this quarter?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best automated vulnerability scanning tools for DevOps that do not require an enterprise budget to get started this quarter?
2 real searches · 1 real-search pass
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
2026 pricing free plans Semgrep Snyk GitLab security scanning Trivy Grype OWASP ZAP official documentation Google ↗
best affordable open source DevSecOps vulnerability scanning tools 2026 Semgrep Trivy Grype OWASP ZAP Dependency-Track pricing free tier Google ↗
- Trivy · trivy.dev
- Semgrep pricing · semgrep.dev
- Snyk plans and pricing · snyk.io
- Grype on GitHub · github.com
- OWASP ZAP · zaproxy.org
- OSV-Scanner on GitHub · github.com
- Free for Open Source Application Security Tools · community.owasp.org
- Open Source Vulnerability Scanners: 13 Free Tools Compared (2026) · nurbak.com
- Best Open-Source Vulnerability Scanners in 2026 · cveplayground.com
- Pricing · about.gitlab.com
- Static application security testing (SAST) · docs.gitlab.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 pricing free plans Semgrep Snyk GitLab security scanning Trivy Grype OWASP ZAP official documentation OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
best affordable open source DevSecOps vulnerability scanning tools 2026 Semgrep Trivy Grype OWASP ZAP Dependency-Track pricing free tier OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |