Real ChatGPT answer · index seedkpmZadjRpyscompleteTelecom and utilities · energy efficiencycommercial

How does the efficiency of a heat pump water heater drop when it is installed in an unconditioned garage during winter?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the efficiency of a heat pump water heater drop when it is installed in an unconditioned garage during winter?
2 real searches · 1 real-search pass
heat pump water heater cold ambient temperature performance COP garage winter manufacturer performance data DOEGoogle ↗
OBSERVEDYes / no
ENERGY STAR heat pump water heater minimum ambient temperature performance cold space garage winterGoogle ↗
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 / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no50%

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
heat pump water heater cold ambient temperature performance COP garage winter manufacturer performance data DOE Google ↗
ENERGY STAR heat pump water heater minimum ambient temperature performance cold space garage winter Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
heat pump water heater cold ambient temperature performance COP garage winter manufacturer performance data DOE
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
ENERGY STAR heat pump water heater minimum ambient temperature performance cold space garage winter
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1