Real ChatGPT answer · index seed0cw9XHOU5rEcompleteTelecom and utilities · energy efficiencyinformational
Do smart thermostats really pay for themselves over time, or is it mostly marketing hype for energy conscious homeowners?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do smart thermostats really pay for themselves over time, or is it mostly marketing hype for energy conscious homeowners?
1 real search · 1 real-search pass
smart thermostat energy savings payback independent study ENERGY STAR 8% heating cooling savings 2025Google ↗
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 (1)
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
smart thermostat energy savings payback independent study ENERGY STAR 8% heating cooling savings 2025 Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats Key Product Criteria · energystar.gov
- ENERGY STAR Rebate Finder · energystar.gov