Real ChatGPT answer · index seedxhxHFskfx0gcompleteB2B software · cloud hostinghowto

Compare the top automated vulnerability assessment tools for container images in AWS ECR and provide a quick setup guide for integrating Trivy into our build pipeline.

ChatGPTgpt-63 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the top automated vulnerability assessment tools for container images in AWS ECR and provide a quick setup guide for integrating Trivy into our build pipeline.
3 real searches · 1 real-search pass
Trivy official documentation container image scanning ECR GitHub Actions severity exit-code AWS ECRGoogle ↗
OBSERVEDOther / navigational
Amazon Inspector ECR enhanced scanning continuous scanning official documentationGoogle ↗
OBSERVEDInstruction
Snyk container image scanning AWS ECR integration official docs Anchore Enterprise Clair container scanner comparisonGoogle ↗
OBSERVEDComparison

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%Comparison33%ConsequenceReasonDefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
Trivy official documentation container image scanning ECR GitHub Actions severity exit-code AWS ECR Google ↗
Amazon Inspector ECR enhanced scanning continuous scanning official documentation Google ↗
Snyk container image scanning AWS ECR integration official docs Anchore Enterprise Clair container scanner comparison Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trivy official documentation container image scanning ECR GitHub Actions severity exit-code AWS ECR
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Amazon Inspector ECR enhanced scanning continuous scanning official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Snyk container image scanning AWS ECR integration official docs Anchore Enterprise Clair container scanner comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1