Real ChatGPT answer · index seedKyjyuumwkwYcompleteHome services and improvement · HVACcomparison

Do smart thermostats like the ecobee actually save enough money on utility bills to justify the upfront cost for a busy family

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

The searches the AI actually ran for this prompt.

SEED QUERY
Do smart thermostats like the ecobee actually save enough money on utility bills to justify the upfront cost for a busy family
1 real search · 1 real-search pass
ecobee smart thermostat savings real world energy savings study ENERGY STAR thermostat savings 2025Google ↗
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
ecobee smart thermostat savings real world energy savings study ENERGY STAR thermostat savings 2025 Google ↗
  1. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  2. Smart Thermostats · energystar.gov
  3. View product · staples.com
  4. View product · target.com
  5. View product · abt.com
  6. Are Smart Thermostats Worth It? · consumerreports.org
  7. Smart Thermostats Key Product Criteria · energystar.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ecobee smart thermostat savings real world energy savings study ENERGY STAR thermostat savings 2025
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1