Real ChatGPT answer · index seedgtuzBw4lwKIcompleteHome services and improvement · HVAChowto

Our oil furnace is nearly twenty five years old and the repair technician suggested looking at financing options for a replacement, what are typical monthly payments for a new system right now

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

The searches the AI actually ran for this prompt.

SEED QUERY
Our oil furnace is nearly twenty five years old and the repair technician suggested looking at financing options for a replacement, what are typical monthly payments for a new system right now
2 real searches · 1 real-search pass
2026 average installed cost oil furnace replacement financing monthly payment HVAC loan APR terms United StatesGoogle ↗
OBSERVEDComparison
oil furnace replacement cost installed 2026 average cost financing HVAC loan rates terms monthly paymentGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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
2026 average installed cost oil furnace replacement financing monthly payment HVAC loan APR terms United States Google ↗
oil furnace replacement cost installed 2026 average cost financing HVAC loan rates terms monthly payment Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 average installed cost oil furnace replacement financing monthly payment HVAC loan APR terms United States
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
oil furnace replacement cost installed 2026 average cost financing HVAC loan rates terms monthly payment
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1