Real ChatGPT answer · index seedtXxcxzmFvBAcompleteB2B software · developer toolslocal

Need a quote from a Miami based IT firm for setting up SonarQube to monitor our legacy Python codebase.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Need a quote from a Miami based IT firm for setting up SonarQube to monitor our legacy Python codebase.
1 real search · 1 real-search pass
Miami IT consulting firms DevOps software quality engineering SonarQube implementation servicesGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
Miami IT consulting firms DevOps software quality engineering SonarQube implementation services Google ↗
  1. sdsol.com · sdsol.com
  2. df.consulting · df.consulting
  3. CodersLab DevSecOps · coderslab.io

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Miami IT consulting firms DevOps software quality engineering SonarQube implementation services
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1