Which automated vulnerability scanners for DevOps actually catch container security issues early and have decent pricing for a startup with twelve developers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which automated vulnerability scanners for DevOps actually catch container security issues early and have decent pricing for a startup with twelve developers?
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
container image vulnerability scanning tools pricing plans 2026 Snyk GitLab Advanced Security Aqua Trivy Google ↗
container security vulnerability scanners DevOps pricing Trivy Snyk GitLab Wiz startup 2026 Google ↗
- Container Security Checklist: 25 Docker & K… · saassecurity.io
- Container Scanning · owasp.github.io
- Docker Scout · docs.docker.com
- Docker Scout image analysis · docs.docker.com
- Pricing · docker.com
- Common Vulnerabilities and Exposures (CVEs) · docs.docker.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
- Official website and documentation · trivy.dev
- Snyk Plans and Pricing | Try for Free or from $25/month | Get a Custom Quote · snyk.io
- Container vulnerability management | Container Security Tools | Kubernetes Security Solutions · snyk.io
- Official website and plans · docker.com
- Container scanning · docs.gitlab.com
- Grype project · github.com
- Pricing · aws.amazon.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
container image vulnerability scanning tools pricing plans 2026 Snyk GitLab Advanced Security Aqua Trivy OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
container security vulnerability scanners DevOps pricing Trivy Snyk GitLab Wiz startup 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |