Real ChatGPT answer · index seed7rZyLFSKByQcompleteB2B software · developer toolshowto

Steps to configure a complete CI/CD pipeline in GitLab that automatically runs our Jest test suite and deploys to Heroku.

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Steps to configure a complete CI/CD pipeline in GitLab that automatically runs our Jest test suite and deploys to Heroku.
3 real searches · 1 real-search pass
GitLab CI/CD YAML documentation stages rules variables cache artifacts officialGoogle ↗
OBSERVEDOther / navigational
Heroku Git deployment API key HEROKU_API_KEY git push official documentationGoogle ↗
OBSERVEDInstruction
Jest CLI --ci --coverage documentationGoogle ↗
OBSERVEDOther / navigational

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 / navigational67%ComparisonConsequenceReasonDefinitionInstruction33%Yes / 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
GitLab CI/CD YAML documentation stages rules variables cache artifacts official Google ↗
Heroku Git deployment API key HEROKU_API_KEY git push official documentation Google ↗
Jest CLI --ci --coverage documentation Google ↗
  1. Deploying with Git · devcenter2.assets.heroku.com
  2. Deploying with Git · devcenter.heroku.com
  3. CI/CD YAML syntax reference · docs.gitlab.com
  4. CI/CD Jobs · docs.gitlab.com
  5. The Heroku CLI · devcenter.heroku.com
  6. Securing Heroku CLI Credentials with System Keychain Storage · heroku.com
  7. Heroku CLI Authentication · devcenter.heroku.com
  8. Jest CLI Options · jestjs.io
  9. jest/docs/CLI.md at main · jestjs/jest · github.com

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitLab CI/CD YAML documentation stages rules variables cache artifacts official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Heroku Git deployment API key HEROKU_API_KEY git push official documentation
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Jest CLI --ci --coverage documentation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1