Compare the latest Kubernetes cluster security scanning tools that fit within a tight budget for a small software agency.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the latest Kubernetes cluster security scanning tools that fit within a tight budget for a small software agency.
5 real searches · 1 real-search pass
latest Kubernetes security scanning tools 2026 Trivy Kubescape kube-bench Polaris pricing features small teamsGoogle ↗
OBSERVEDComparison
Trivy official documentation Kubernetes scanning misconfiguration vulnerability scanning 2026Google ↗
OBSERVEDOther / navigational
Kubescape official documentation pricing open source Kubernetes security posture scanning 2026Google ↗
OBSERVEDOther / navigational
Kube-bench official CIS Kubernetes benchmark scanner documentationGoogle ↗
OBSERVEDInstruction
commercial Kubernetes security platforms pricing small business Sysdig Aqua Wiz 2026Google ↗
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 (5)
Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT5 real searches · gpt-6
latest Kubernetes security scanning tools 2026 Trivy Kubescape kube-bench Polaris pricing features small teams Google ↗
Trivy official documentation Kubernetes scanning misconfiguration vulnerability scanning 2026 Google ↗
Kubescape official documentation pricing open source Kubernetes security posture scanning 2026 Google ↗
Kube-bench official CIS Kubernetes benchmark scanner documentation Google ↗
commercial Kubernetes security platforms pricing small business Sysdig Aqua Wiz 2026 Google ↗
- Overview · trivy.dev
- trivy/docs/guide/target/kubernetes.md at main · aquasecurity/trivy · 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
- Official website · trivy.dev
- GitHub · github.com
- Kubescape · cncf.io
- Kubescape · kubescape.io
- Announcing Kubescape 4.0 Enterprise Stability Meets the AI Era · cncf.io
- GitHub · github.com
- CIS Kubernetes Benchmarks · cisecurity.org
- Introduction · docs.kubelinter.io
- kube-linter/README.md at main · stackrox/kube-linter · github.com
- GitHub · github.com
- The Falco Project · falco.org
- Falco · cncf.io
- Official website · falco.org
- GitHub · github.com
- Sysdig Monitor Pricing · sysdig.com
- Aqua Platform Pricing · aquasec.com
- Official website · wiz.io
- Trivy ecosystem supply chain temporarily compromised · Advisory · aquasecurity/trivy · github.com
- Trivy Security Incident · infra.apache.org
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
latest Kubernetes security scanning tools 2026 Trivy Kubescape kube-bench Polaris pricing features small teams OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Trivy official documentation Kubernetes scanning misconfiguration vulnerability scanning 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kubescape official documentation pricing open source Kubernetes security posture scanning 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Kube-bench official CIS Kubernetes benchmark scanner documentation OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
commercial Kubernetes security platforms pricing small business Sysdig Aqua Wiz 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |