Real ChatGPT answer · index seedhVqoZPayRdUcompleteConsumer electronics · smart home devicesinformational

How much can my retail shop realistically save on heating bills this winter by upgrading to a smart thermostat like the Nest or Ecobee?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How much can my retail shop realistically save on heating bills this winter by upgrading to a smart thermostat like the Nest or Ecobee?
3 real searches · 1 real-search pass
commercial smart thermostat energy savings small retail business heating schedule study percentage savingsGoogle ↗
OBSERVED
ENERGY STAR smart thermostats commercial buildings heating energy savings thermostat setbackGoogle ↗
OBSERVED
Portland Oregon small business smart thermostat energy efficiency incentives commercial heating thermostatGoogle ↗
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
commercial smart thermostat energy savings small retail business heating schedule study percentage savings Google ↗
ENERGY STAR smart thermostats commercial buildings heating energy savings thermostat setback Google ↗
Portland Oregon small business smart thermostat energy efficiency incentives commercial heating thermostat Google ↗
  1. Energy Trust of Oregon · energytrust.org
  2. Energy Partner Smart Thermostat · portlandgeneral.com
  3. Energy Partner Smart Thermostat BYOT · portlandgeneral.com
  4. Turn down energy costs, turn up temperature control · blog.energytrust.org

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
commercial smart thermostat energy savings small retail business heating schedule study percentage savings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
ENERGY STAR smart thermostats commercial buildings heating energy savings thermostat setback
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Portland Oregon small business smart thermostat energy efficiency incentives commercial heating thermostat
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1