Real ChatGPT answer · index seedBbayUjrWxh0completeConsumer electronics · smart home devicescommercial

Which smart thermostats currently offer the most aggressive machine learning algorithms for HVAC energy savings in extreme winter climates?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which smart thermostats currently offer the most aggressive machine learning algorithms for HVAC energy savings in extreme winter climates?
1 real search · 1 real-search pass
best smart thermostats machine learning HVAC energy savings extreme cold climate heat pump auxiliary heat optimization 2026Google ↗
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
best smart thermostats machine learning HVAC energy savings extreme cold climate heat pump auxiliary heat optimization 2026 Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best smart thermostats machine learning HVAC energy savings extreme cold climate heat pump auxiliary heat optimization 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1