Real ChatGPT answer · index seedIpDdvBEG5KccompleteHome services and improvement · plumbingcommercial

Comparing quotes for gas line installation and need to know if the permit fees seem too high for my area.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Comparing quotes for gas line installation and need to know if the permit fees seem too high for my area.
2 real searches · 1 real-search pass
City of Oxnard California building permit fee schedule plumbing gas piping permit 2026Google ↗
OBSERVEDInstruction
Oxnard California gas line installation plumbing permit fees 2026 city fee scheduleGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequenceReason50%DefinitionInstruction50%Yes / 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
City of Oxnard California building permit fee schedule plumbing gas piping permit 2026 Google ↗
Oxnard California gas line installation plumbing permit fees 2026 city fee schedule Google ↗
  1. DEVELOPMENT FEES · oxnard.gov
  2. City of Oxnard · oxnard.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
City of Oxnard California building permit fee schedule plumbing gas piping permit 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Oxnard California gas line installation plumbing permit fees 2026 city fee schedule
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1