Real ChatGPT answer · index seedAYivgaG8mxwcompleteHome services and improvement · HVACcommercial

Is it worth paying extra for a smart thermostat like a Nest or EcoBee to lower my monthly heating and cooling bills

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth paying extra for a smart thermostat like a Nest or EcoBee to lower my monthly heating and cooling bills
2 real searches · 1 real-search pass
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025Google ↗
OBSERVED
U.S. Department of Energy programmable thermostat savings 10 degrees 8 hours smart 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025 Google ↗
U.S. Department of Energy programmable thermostat savings 10 degrees 8 hours smart thermostat Google ↗
  1. ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
  2. Smart Thermostats · energystar.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
ENERGY STAR smart thermostat savings heating cooling 8 percent 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
U.S. Department of Energy programmable thermostat savings 10 degrees 8 hours smart thermostat
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1