Real ChatGPT answer · index seedqVzsbEZrD0ocompleteTelecom and utilities · energy efficiencyinformational

What are the best automated routines to set up with smart home assistants to keep my heating and cooling costs as low as possible?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best automated routines to set up with smart home assistants to keep my heating and cooling costs as low as possible?
1 real search · 1 real-search pass
ENERGY STAR smart thermostat schedule setbacks energy savings humidity fan auto HVAC maintenance DOE thermostat recommendationsGoogle ↗
OBSERVEDComparison

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 (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
ENERGY STAR smart thermostat schedule setbacks energy savings humidity fan auto HVAC maintenance DOE thermostat recommendations Google ↗
  1. Heat & Cool Efficiently · energystar.gov
  2. Maintenance Checklist · energystar.gov
  3. Smart Thermostats Key Product Criteria · energystar.gov
  4. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  5. Smart Thermostats · energystar.gov
  6. Explore Nest thermostats · store.google.com
  7. Explore ecobee · ecobee.com
  8. Explore Alexa · amazon.com
  9. Explore Apple Home · apple.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR smart thermostat schedule setbacks energy savings humidity fan auto HVAC maintenance DOE thermostat recommendations
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1