Real ChatGPT answer · index seedoVFkG0YUYEccompleteTelecom and utilities · energy efficiencycomparison

Is a Google Nest learning thermostat actually better for energy savings in a drafty student apartment than the basic landlord provided digital thermostat

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is a Google Nest learning thermostat actually better for energy savings in a drafty student apartment than the basic landlord provided digital thermostat
2 real searches · 1 real-search pass
Google Nest Learning Thermostat energy savings compared with programmable thermostat official study savings heating cooling drafty homeGoogle ↗
OBSERVEDComparison
Nest thermostat compatibility apartment landlord permission installation energy savings programmable thermostat DOEGoogle ↗
OBSERVEDYes / no

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).

Searches and sources

ChatGPT2 real searches · gpt-6
Google Nest Learning Thermostat energy savings compared with programmable thermostat official study savings heating cooling drafty home Google ↗
Nest thermostat compatibility apartment landlord permission installation energy savings programmable thermostat DOE Google ↗
  1. Improve energy savings with your Nest thermostat · support.google.com
  2. Executive Summary · efiling.energy.ca.gov
  3. Nest thermostat compatibility · support.google.com
  4. Nest thermostat compatibility · support.google.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Google Nest Learning Thermostat energy savings compared with programmable thermostat official study savings heating cooling drafty home
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Nest thermostat compatibility apartment landlord permission installation energy savings programmable thermostat DOE
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1