Real ChatGPT answer · index seedsARQrMAqJWwcompleteReal estate · new constructioninformational

Does a smart thermostat really save ten percent on heating and cooling, or is that just marketing hype for new homeowners?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Does a smart thermostat really save ten percent on heating and cooling, or is that just marketing hype for new homeowners?
1 real search · 1 real-search pass
ENERGY STAR smart thermostat save 10% heating cooling claim 8% savings evidenceGoogle ↗
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
ENERGY STAR smart thermostat save 10% heating cooling claim 8% savings evidence Google ↗
  1. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  2. Smart Thermostats Key Product Criteria · energystar.gov
  3. Smart Thermostats · energystar.gov
  4. Are Smart Thermostats Worth It? · consumerreports.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR smart thermostat save 10% heating cooling claim 8% savings evidence
OBSERVED
Google ↗
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