Real ChatGPT answer · index seedTUiPSEu643QcompleteB2B software · developer toolsinformational

How much does a mid-sized startup actually spend on Kubernetes cluster security tools after the free tiers run out?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does a mid-sized startup actually spend on Kubernetes cluster security tools after the free tiers run out?
3 real searches · 1 real-search pass
Kubernetes security tools pricing runtime security vulnerability management cloud security platform pricing startup mid-market 2025 2026Google ↗
OBSERVEDComparison
Kubescape enterprise pricing Aqua Security pricing Sysdig Secure pricing Wiz pricing Orca Security pricing Kubernetes securityGoogle ↗
OBSERVEDComparison
Kubernetes security tools costs startup Reddit pricing runtime security admission control vulnerability scanningGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison67%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
Kubernetes security tools pricing runtime security vulnerability management cloud security platform pricing startup mid-market 2025 2026 Google ↗
Kubescape enterprise pricing Aqua Security pricing Sysdig Secure pricing Wiz pricing Orca Security pricing Kubernetes security Google ↗
Kubernetes security tools costs startup Reddit pricing runtime security admission control vulnerability scanning Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Kubernetes security tools pricing runtime security vulnerability management cloud security platform pricing startup mid-market 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Kubescape enterprise pricing Aqua Security pricing Sysdig Secure pricing Wiz pricing Orca Security pricing Kubernetes security
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Kubernetes security tools costs startup Reddit pricing runtime security admission control vulnerability scanning
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1