Real ChatGPT answer · index seedlSnqjS5ZwnEcompleteTelecom and utilities · switching providersinformational

Can a smart thermostat really lower my monthly gas and electric bills enough to pay for itself within the first year of use?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can a smart thermostat really lower my monthly gas and electric bills enough to pay for itself within the first year of use?
2 real searches · 1 real-search pass
smart thermostat energy savings 8% heating cooling annual savings study payback first year DOE ENERGY STARGoogle ↗
OBSERVEDComparison
smart thermostat cost average price rebates utility incentives 2026 CaliforniaGoogle ↗
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 energy savings 8% heating cooling annual savings study payback first year DOE ENERGY STAR Google ↗
smart thermostat cost average price rebates utility incentives 2026 California Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
smart thermostat energy savings 8% heating cooling annual savings study payback first year DOE ENERGY STAR
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
smart thermostat cost average price rebates utility incentives 2026 California
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1