Real ChatGPT answer · index seedq3G3pOE2sWccompleteB2B software · cybersecuritycommercial

We need automated vulnerability scanning for DevOps that can cover both our AWS infrastructure and our third party SaaS integrations before our next SOC two compliance audit

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need automated vulnerability scanning for DevOps that can cover both our AWS infrastructure and our third party SaaS integrations before our next SOC two compliance audit
1 real search · 1 real-search pass
2026 AWS vulnerability management tools Amazon Inspector Wiz Orca Security SaaS security posture management AppOmni Adaptive Shield SOC 2 integrationsGoogle ↗
OBSERVED

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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 AWS vulnerability management tools Amazon Inspector Wiz Orca Security SaaS security posture management AppOmni Adaptive Shield SOC 2 integrations Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 AWS vulnerability management tools Amazon Inspector Wiz Orca Security SaaS security posture management AppOmni Adaptive Shield SOC 2 integrations
OBSERVED
Google ↗
AI Mode ↗
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