Real ChatGPT answer · index seedSKwq5FELlxEcompleteHome services and improvement · HVAClocal

What is the average hourly labor rate for HVAC technicians doing commercial rooftop unit repairs in the Pittsburgh area?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average hourly labor rate for HVAC technicians doing commercial rooftop unit repairs in the Pittsburgh area?
1 real search · 1 real-search pass
Pittsburgh PA commercial HVAC service technician hourly labor rate rooftop unit repair 2026 contractor service ratesGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / 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
Pittsburgh PA commercial HVAC service technician hourly labor rate rooftop unit repair 2026 contractor service rates Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Pittsburgh PA commercial HVAC service technician hourly labor rate rooftop unit repair 2026 contractor service rates
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1