Real ChatGPT answer · index seedUvgxv8DaNfYcompleteHome services and improvement · appliancesbrand

Are smart thermostats like the Google Nest really that much better for saving money on electric bills compared to old manual dials

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are smart thermostats like the Google Nest really that much better for saving money on electric bills compared to old manual dials
3 real searches · 1 real-search pass
U.S. Department of Energy programmable thermostat save 10% heating cooling set back 7 10 degrees 8 hoursGoogle ↗
OBSERVED
Google Nest thermostat energy savings study average savings heating cooling independent studyGoogle ↗
OBSERVED
U.S. Department of Energy programmable thermostat save 10 percent heating cooling smart thermostat savings Nest independent studyGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
U.S. Department of Energy programmable thermostat save 10% heating cooling set back 7 10 degrees 8 hours Google ↗
Google Nest thermostat energy savings study average savings heating cooling independent study Google ↗
U.S. Department of Energy programmable thermostat save 10 percent heating cooling smart thermostat savings Nest independent study Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. Department of Energy programmable thermostat save 10% heating cooling set back 7 10 degrees 8 hours
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Google Nest thermostat energy savings study average savings heating cooling independent study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
U.S. Department of Energy programmable thermostat save 10 percent heating cooling smart thermostat savings Nest independent study
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1