Real ChatGPT answer · index seedZ3vXkdwyT9scompleteHome services and improvement · plumbinglocal

What are the current labor rates for licensed plumbers in St. Louis to replace old toilet fill valves and flappers in a ten-story commercial office building?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the current labor rates for licensed plumbers in St. Louis to replace old toilet fill valves and flappers in a ten-story commercial office building?
1 real search · 1 real-search pass
St. Louis MO commercial plumber labor rates hourly service rates 2026 toilet fill valve flapper replacement commercial buildingGoogle ↗
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
St. Louis MO commercial plumber labor rates hourly service rates 2026 toilet fill valve flapper replacement commercial building Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
St. Louis MO commercial plumber labor rates hourly service rates 2026 toilet fill valve flapper replacement commercial building
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1