Compare Docker security scanning tools like Snyk versus Aqua Security to see which one integrates faster into a GitHub Actions workflow that is blocking our release this morning.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Docker security scanning tools like Snyk versus Aqua Security to see which one integrates faster into a GitHub Actions workflow that is blocking our release this morning.
3 real searches · 1 real-search pass
Snyk Container GitHub Actions official documentation Docker image scanning setup 2026Google ↗
OBSERVED
Aqua Security Trivy GitHub Action official documentation image scanning GitHub Actions 2026Google ↗
OBSERVED
Aqua Security GitHub Actions integration container image scanning official docs 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 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Snyk Container GitHub Actions official documentation Docker image scanning setup 2026 Google ↗
Aqua Security Trivy GitHub Action official documentation image scanning GitHub Actions 2026 Google ↗
Aqua Security GitHub Actions integration container image scanning official docs 2026 Google ↗
- GitHub actions for Snyk setup and checking for vulnerabilities | Developer tools · docs.snyk.io
- Snyk Docker action | Developer tools · docs.snyk.io
- aquasecurity/trivy-action: Runs Trivy as GitHub action to scan your Docker container image for vulnerabilities · github.com
- Snyk Container-specific CI/CD strategies | Developer tools · docs.snyk.io
- Trivy ecosystem supply chain temporarily compromised · Advisory · aquasecurity/trivy · github.com
- advisory-database/advisories/github-reviewed/2026/03/GHSA-69fq-xp46-6x23/GHSA-69fq-xp46-6x23.json at main · github/advisory-database · github.com
- DevSecOpsGuideline/current-version/2-Process/2-3-Build/2-3-3-Container-Security/2-3-3-1-Container-Scanning.md at master · OWASP/DevSecOpsGuideline · github.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snyk Container GitHub Actions official documentation Docker image scanning setup 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Aqua Security Trivy GitHub Action official documentation image scanning GitHub Actions 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Aqua Security GitHub Actions integration container image scanning official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |