What are the main security vulnerabilities in Kubernetes clusters right now and how much does it cost to fix them using automated tools?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the main security vulnerabilities in Kubernetes clusters right now and how much does it cost to fix them using automated tools?
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
Kubernetes security vulnerabilities 2026 latest cluster security risks misconfiguration RBAC container images admission control Google ↗
Kubernetes security tools pricing 2026 automated remediation CSPM CNAPP vulnerability scanning Kubernetes pricing Google ↗
- Official CVE Feed · kubernetes.io
- Security bulletins | Google Kubernetes Engine (GKE) | Google Cloud Documentation · docs.cloud.google.com
- Security bulletins | Google Kubernetes Engine (GKE) | Google Cloud Documentation · docs.cloud.google.com
- Wiz Pricing 2026: A Guide to Wiz Security Costs · underdefense.com
- Official website · wiz.io
- Official website · aquasec.com
- Official website · sysdig.com
- Official website · snyk.io
- Official website · trivy.dev
- Official website · kubescape.io
- Sysdig Monitor Pricing · sysdig.com
- Kubescape · cncf.io
- Trivy · trivy.dev
- Comparison · trivy.dev
- Security Checklist · kubernetes.io
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Kubernetes security vulnerabilities 2026 latest cluster security risks misconfiguration RBAC container images admission control OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Kubernetes security tools pricing 2026 automated remediation CSPM CNAPP vulnerability scanning Kubernetes pricing OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |