Real ChatGPT answer · index seed6iqqTZqwCAAcompleteB2B software · cybersecuritycommercial

We need automated vulnerability scanning for our DevOps pipeline that integrates with GitHub Actions and runs in under ten minutes starting today

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need automated vulnerability scanning for our DevOps pipeline that integrates with GitHub Actions and runs in under ten minutes starting today
3 real searches · 1 real-search pass
Trivy GitHub Actions official setup cache filesystem scan documentationGoogle ↗
OBSERVED
Semgrep GitHub Actions official CI documentation scanGoogle ↗
OBSERVED
Gitleaks GitHub Action official repository usageGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Trivy GitHub Actions official setup cache filesystem scan documentation Google ↗
Semgrep GitHub Actions official CI documentation scan Google ↗
Gitleaks GitHub Action official repository usage Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Trivy GitHub Actions official setup cache filesystem scan documentation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Semgrep GitHub Actions official CI documentation scan
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Gitleaks GitHub Action official repository usage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1