Real ChatGPT answer · index seedTeawOtXehnAcompleteTelecom and utilities · energy efficiencyinformational

What is the actual coefficient of performance degradation for air-source heat pumps operating below minus fifteen degrees Celsius without supplemental vapor injection technology?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the actual coefficient of performance degradation for air-source heat pumps operating below minus fifteen degrees Celsius without supplemental vapor injection technology?
2 real searches · 1 real-search pass
air source heat pump COP performance at -15 C without vapor injection degradation COP low ambient temperature studyGoogle ↗
OBSERVEDReason
cold climate air source heat pump COP -15°C performance vapor injection compressor comparisonGoogle ↗
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%ConsequenceReason50%DefinitionInstructionYes / 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
air source heat pump COP performance at -15 C without vapor injection degradation COP low ambient temperature study Google ↗
cold climate air source heat pump COP -15°C performance vapor injection compressor comparison Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
air source heat pump COP performance at -15 C without vapor injection degradation COP low ambient temperature study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
cold climate air source heat pump COP -15°C performance vapor injection compressor comparison
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1