We just failed a security audit and need automated vulnerability assessment tools that integrate directly with our Kubernetes clusters before our board meeting tomorrow morning.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We just failed a security audit and need automated vulnerability assessment tools that integrate directly with our Kubernetes clusters before our board meeting tomorrow morning.
2 real searches · 1 real-search pass
2026 Kubernetes security vulnerability assessment tools Trivy Operator Kubescape Prisma Cloud Wiz Aqua Security official docsGoogle ↗
OBSERVEDOther / navigational
Kubernetes security scanning compliance tools 2026 Trivy Operator Kubescape kube-bench official documentationGoogle ↗
OBSERVEDOther / navigational
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
2026 Kubernetes security vulnerability assessment tools Trivy Operator Kubescape Prisma Cloud Wiz Aqua Security official docs Google ↗
Kubernetes security scanning compliance tools 2026 Trivy Operator Kubescape kube-bench official documentation Google ↗
- Kubescape · kubescape.io
- Overview · kubescape.io
- Kubescape · cncf.io
- Home · aquasecurity.github.io
- GitHub - aquasecurity/trivy-operator: Kubernetes-native security toolkit · github.com
- GitHub - aquasecurity/kube-bench: Checks whether Kubernetes is deployed according to security best practices as defined in the CIS Kubernetes Benchmark · github.com
- Cloud-Native Security (CNAPP) · owasp.github.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 Kubernetes security vulnerability assessment tools Trivy Operator Kubescape Prisma Cloud Wiz Aqua Security official docs OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kubernetes security scanning compliance tools 2026 Trivy Operator Kubescape kube-bench official documentation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |