How does the security vulnerability scanning in Snyk compare to what GitLab Ultimate provides out of the box?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the security vulnerability scanning in Snyk compare to what GitLab Ultimate provides out of the box?
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
Snyk product security scanning SAST SCA container IaC code security official docs 2026 Google ↗
GitLab Ultimate security scanning features SAST dependency scanning container scanning secret detection IaC DAST official docs 2026 Google ↗
- user-docs/scan-fix-and-prevent/README.md at main · snyk/user-docs · github.com
- Detect · docs.gitlab.com
- Static application security testing (SAST) · docs.gitlab.com
- Container scanning · docs.gitlab.com
- Infrastructure as Code scanning · docs.gitlab.com
- Snyk website · snyk.io
- Understand Snyk Container CLI results · docs.snyk.io
- Container vulnerability management | Container Security Tools | Kubernetes Security Solutions · snyk.io
- Getting started with the Snyk CLI · docs.snyk.io
- GitLab security · about.gitlab.com
- Scan execution policies · docs.gitlab.com
- Manage security configuration profiles · docs.gitlab.com
- Get Started for Enterprise · about.gitlab.com
- Security configuration · docs.gitlab.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Snyk product security scanning SAST SCA container IaC code security official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
GitLab Ultimate security scanning features SAST dependency scanning container scanning secret detection IaC DAST official docs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |