Real ChatGPT answer · index seedZbd0zAYNGqMcompleteHome services and improvement · HVACinformational

Should I turn off my heat pump completely during sub freezing winter storms or switch to emergency backup heat 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
Should I turn off my heat pump completely during sub freezing winter storms or switch to emergency backup heat right now?
2 real searches · 1 real-search pass
Department of Energy heat pump cold weather emergency heat auxiliary heat thermostat adviceGoogle ↗
OBSERVEDInstruction
ENERGY STAR heat pump winter cold weather emergency heat setting defrostGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%ReasonDefinitionInstruction50%Yes / no

Classes come from the query-classifier (a local Laya model). 1 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
Department of Energy heat pump cold weather emergency heat auxiliary heat thermostat advice Google ↗
ENERGY STAR heat pump winter cold weather emergency heat setting defrost Google ↗
  1. Emergency Heat for heat pump systems · support.google.com
  2. Your Energy Questions Answered · news.jacksonemc.com
  3. FREQUENTLY ASKED ASHP QUESTIONS · bsesc.energy.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Department of Energy heat pump cold weather emergency heat auxiliary heat thermostat advice
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
ENERGY STAR heat pump winter cold weather emergency heat setting defrost
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1