Real ChatGPT answer · index seed2fWS45AmM0AcompleteTelecom and utilities · water and gas utilitiescomparison

Is switching to a smart thermostat actually worth the upfront cost for a recent grad renting a drafty older house with high natural gas bills?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is switching to a smart thermostat actually worth the upfront cost for a recent grad renting a drafty older house with high natural gas bills?
2 real searches · 1 real-search pass
smart thermostat heating savings natural gas renters older drafty house ENERGY STAR DOE thermostat setback savingsGoogle ↗
OBSERVEDComparison
smart thermostat renter landlord compatibility C wire gas furnace installation savingsGoogle ↗
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 (2)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
smart thermostat heating savings natural gas renters older drafty house ENERGY STAR DOE thermostat setback savings Google ↗
smart thermostat renter landlord compatibility C wire gas furnace installation savings Google ↗
  1. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  2. Smart Thermostats · energystar.gov
  3. Nest thermostat compatibility · support.google.com
  4. Renters · energy.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
smart thermostat heating savings natural gas renters older drafty house ENERGY STAR DOE thermostat setback savings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
smart thermostat renter landlord compatibility C wire gas furnace installation savings
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1