Real ChatGPT answer · index seedbiCYmhU3jE8completeB2B software · cybersecurityinformational

What criteria should our security engineering team use when evaluating application security testing tools to ensure seamless integration with GitHub Actions and Jira?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What criteria should our security engineering team use when evaluating application security testing tools to ensure seamless integration with GitHub Actions and Jira?
2 real searches · 1 real-search pass
application security testing tools GitHub Actions Jira integration official documentation CI/CD pull request scanning Jira issue synchronizationGoogle ↗
OBSERVEDOther / navigational
GitHub Actions security scanning integration Jira vulnerability management official docs SAST SCA DASTGoogle ↗
OBSERVEDConsequence

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%ComparisonConsequence50%ReasonDefinitionInstructionYes / 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
application security testing tools GitHub Actions Jira integration official documentation CI/CD pull request scanning Jira issue synchronization Google ↗
GitHub Actions security scanning integration Jira vulnerability management official docs SAST SCA DAST Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
application security testing tools GitHub Actions Jira integration official documentation CI/CD pull request scanning Jira issue synchronization
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
GitHub Actions security scanning integration Jira vulnerability management official docs SAST SCA DAST
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1