Real ChatGPT answer · index seed7BmpQHHvp8ccompleteB2B software · cloud hostingcomparison

Compare GitHub Actions and GitLab CI for deploying our cloud hosting workloads since our pipeline is completely broken and I need a fix today

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare GitHub Actions and GitLab CI for deploying our cloud hosting workloads since our pipeline is completely broken and I need a fix today
1 real search · 1 real-search pass
GitHub Actions official documentation OIDC deployments environments self-hosted runners 2026 GitLab CI/CD official documentation OIDC id_tokens protected environments runnersGoogle ↗
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 (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
GitHub Actions official documentation OIDC deployments environments self-hosted runners 2026 GitLab CI/CD official documentation OIDC id_tokens protected environments runners Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GitHub Actions official documentation OIDC deployments environments self-hosted runners 2026 GitLab CI/CD official documentation OIDC id_tokens protected environments runners
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
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