Real ChatGPT answer · index seedJoH2SIf3JS0completeB2B software · cloud hostinginformational

Are there any automated tools or scripts available to audit AWS IAM roles and S3 bucket ACLs for accidental public exposure risks?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any automated tools or scripts available to audit AWS IAM roles and S3 bucket ACLs for accidental public exposure risks?
2 real searches · 1 real-search pass
AWS IAM Access Analyzer external access S3 public bucket IAM roles documentation Prowler AWS checks ScoutSuite Cloud CustodianGoogle ↗
OBSERVEDOther / navigational
Prowler AWS S3 public access IAM role trust policy checks official documentationGoogle ↗
OBSERVEDInstruction

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 (2)
Short factOther / navigational50%ComparisonConsequenceReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
AWS IAM Access Analyzer external access S3 public bucket IAM roles documentation Prowler AWS checks ScoutSuite Cloud Custodian Google ↗
Prowler AWS S3 public access IAM role trust policy checks official documentation Google ↗
  1. Prowler · prowler.com
  2. GitHub repository · github.com
  3. AWS documentation · docs.aws.amazon.com
  4. AWS Security Hub · aws.amazon.com
  5. GitHub repository · github.com
  6. Official website · cloudcustodian.io
  7. Using AWS Identity and Access Management Access Analyzer · docs.aws.amazon.com
  8. Prowler Hub · hub.prowler.com
  9. Prowler Hub · hub.prowler.com
  10. Prowler Hub · hub.prowler.com
  11. Documentation · registry.prowler.com
  12. Blocking public access to your Amazon S3 storage · docs.aws.amazon.com
  13. Reviewing bucket access using IAM Access Analyzer for S3 · docs.aws.amazon.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
AWS IAM Access Analyzer external access S3 public bucket IAM roles documentation Prowler AWS checks ScoutSuite Cloud Custodian
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Prowler AWS S3 public access IAM role trust policy checks official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1