Looking for recommendations on the best automated Docker container security scanning tools that integrate smoothly into our existing GitLab CI/CD pipeline.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for recommendations on the best automated Docker container security scanning tools that integrate smoothly into our existing GitLab CI/CD pipeline.
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
GitLab container scanning documentation CI/CD template Trivy integration 2026 Google ↗
GitLab CI Docker container image vulnerability scanning tools GitLab integration Trivy Grype Snyk Prisma Cloud 2026 Google ↗
- Official website · trivy.dev
- Official website · snyk.io
- Container scanning · docs.gitlab.com
- GitLab CI · trivy.dev
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
GitLab container scanning documentation CI/CD template Trivy integration 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitLab CI Docker container image vulnerability scanning tools GitLab integration Trivy Grype Snyk Prisma Cloud 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |