Real ChatGPT answer · index seedUCjqoXu8ifocompleteB2B software · cloud hostinginformational

Compliance is demanding proof of automated vulnerability assessment tools across all our AWS cloud environments before they sign off on our SOC2 audit today. What open-source or quick-deploy scanners meet compliance standards instantly?

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compliance is demanding proof of automated vulnerability assessment tools across all our AWS cloud environments before they sign off on our SOC2 audit today. What open-source or quick-deploy scanners meet compliance standards instantly?
3 real searches · 1 real-search pass
AWS vulnerability assessment tools Amazon Inspector Prowler ScoutSuite official documentation SOC 2 evidence 2026Google ↗
OBSERVEDReason
Prowler AWS quickstart compliance framework SOC 2 official docsGoogle ↗
OBSERVEDOther / navigational
Amazon Inspector multi-account AWS Organizations vulnerability scanning export findings official docsGoogle ↗
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 / navigational33%ComparisonConsequenceReason67%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
AWS vulnerability assessment tools Amazon Inspector Prowler ScoutSuite official documentation SOC 2 evidence 2026 Google ↗
Prowler AWS quickstart compliance framework SOC 2 official docs Google ↗
Amazon Inspector multi-account AWS Organizations vulnerability scanning export findings official docs Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS vulnerability assessment tools Amazon Inspector Prowler ScoutSuite official documentation SOC 2 evidence 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Prowler AWS quickstart compliance framework SOC 2 official docs
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon Inspector multi-account AWS Organizations vulnerability scanning export findings official docs
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1