What are the top security scanning tools for Docker containers that integrate smoothly with GitHub Actions this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the top security scanning tools for Docker containers that integrate smoothly with GitHub Actions this year?
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
top Docker container image security scanning tools GitHub Actions integration 2026 Trivy Docker Scout Snyk Grype official Google ↗
GitHub Actions Docker image scanning Trivy action Docker Scout action Snyk container scan 2026 documentation Google ↗
- GitHub Action · github.com
- Container Scanning · owasp.github.io
- GitHub - anchore/scan-action: Anchore container analysis and scan provided as a GitHub Action · github.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
top Docker container image security scanning tools GitHub Actions integration 2026 Trivy Docker Scout Snyk Grype official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
GitHub Actions Docker image scanning Trivy action Docker Scout action Snyk container scan 2026 documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |