Real ChatGPT answer · index seedYzJVkXhgKD4completeTelecom and utilities · water and gas utilitiescommercial
Looking for budget friendly smart thermostat installation options that actually lower monthly gas bills during the winter without freezing my family.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking for budget friendly smart thermostat installation options that actually lower monthly gas bills during the winter without freezing my family.
1 real search · 1 real-search pass
Ironwood Michigan smart thermostat installation HVAC contractor prices budget thermostat installation gas furnace winter energy 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 (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
Ironwood Michigan smart thermostat installation HVAC contractor prices budget thermostat installation gas furnace winter energy savings Google ↗
- Company website · mukavitzheating.com
- Thermostat Installation Cost in Michigan (2026) · getclearcost.com
- How Much Does a Thermostat Installation Cost in Detroit, MI? · angi.com
- View thermostat · bestbuy.com
- View thermostat · homedepot.com
- View thermostat · bestbuy.com