Real ChatGPT answer · index seed1bwqA34xInAcompleteTelecom and utilities · energy efficiencycommercial

How much money does a Nest learning thermostat actually save a typical young professional who is out of the apartment for ten hours a day?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much money does a Nest learning thermostat actually save a typical young professional who is out of the apartment for ten hours a day?
2 real searches · 1 real-search pass
Nest Learning Thermostat annual energy savings typical 10% 12% heating cooling official Google Nest savings studyGoogle ↗
OBSERVEDReason
US Department of Energy thermostat setback 7 to 10 percent 8 hours energy bill savingsGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence50%Reason50%DefinitionInstructionYes / 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
Nest Learning Thermostat annual energy savings typical 10% 12% heating cooling official Google Nest savings study Google ↗
US Department of Energy thermostat setback 7 to 10 percent 8 hours energy bill savings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Nest Learning Thermostat annual energy savings typical 10% 12% heating cooling official Google Nest savings study
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
US Department of Energy thermostat setback 7 to 10 percent 8 hours energy bill savings
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1