Real ChatGPT answer · index seedGKIkrKbhfuMcompleteTelecom and utilities · energy efficiencyinformational

What maintenance tasks should I be doing on my heat pump before winter starts to keep my utility bills from skyrocketing in my new place?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What maintenance tasks should I be doing on my heat pump before winter starts to keep my utility bills from skyrocketing in my new place?
1 real search · 1 real-search pass
heat pump winter maintenance homeowner filter outdoor unit clearance thermostat auxiliary heat energy efficiency DOE ENERGY STARGoogle ↗
OBSERVEDOther / navigational

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 / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / 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
heat pump winter maintenance homeowner filter outdoor unit clearance thermostat auxiliary heat energy efficiency DOE ENERGY STAR Google ↗
  1. Air-Source Heat Pumps · energystar.gov
  2. FREQUENTLY ASKED ASHP QUESTIONS · bsesc.energy.gov
  3. Home Heat Pump Maintenance · trane.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
heat pump winter maintenance homeowner filter outdoor unit clearance thermostat auxiliary heat energy efficiency DOE ENERGY STAR
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1