Real ChatGPT answer · index seedEmkxDN0G8IccompleteB2B software · cloud hostinglocal

We want to book a professional services engagement with a cloud consultancy in Houston to overhaul our entire GitHub Actions CI CD pipeline security model.

ChatGPTgpt-61 query10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We want to book a professional services engagement with a cloud consultancy in Houston to overhaul our entire GitHub Actions CI CD pipeline security model.
1 real search · 1 real-search pass
Houston Texas cloud consultancy GitHub Actions CI/CD pipeline security DevSecOps consultingGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
Houston Texas cloud consultancy GitHub Actions CI/CD pipeline security DevSecOps consulting Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Houston Texas cloud consultancy GitHub Actions CI/CD pipeline security DevSecOps consulting
OBSERVED
Google ↗
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