Real ChatGPT answer · index seedvGU2xSKQGxscompleteReal estate · new constructioninformational

Will replacing a basic builder-grade thermostat with a smart model affect the overall efficiency of my new heat pump system?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Will replacing a basic builder-grade thermostat with a smart model affect the overall efficiency of my new heat pump system?
1 real search · 1 real-search pass
heat pump smart thermostat compatibility auxiliary heat efficiency setback manufacturer guidance ENERGY STARGoogle ↗
OBSERVED

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.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
heat pump smart thermostat compatibility auxiliary heat efficiency setback manufacturer guidance ENERGY STAR Google ↗
  1. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  2. Smart Thermostats · energystar.gov
  3. Thermostat Controls · basc.pnnl.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
heat pump smart thermostat compatibility auxiliary heat efficiency setback manufacturer guidance ENERGY STAR
OBSERVED
Google ↗
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