Real ChatGPT answer · index seedwuv9ZNyHbtYcompleteTelecom and utilities · water and gas utilitiescommercial
looking for reviews on cheap smart thermostats that work well with older gas furnaces to save energy
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
looking for reviews on cheap smart thermostats that work well with older gas furnaces to save energy
1 real search · 1 real-search pass
best cheap smart thermostats reviews older gas furnace C wire compatibility 2026Google ↗
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
best cheap smart thermostats reviews older gas furnace C wire compatibility 2026 Google ↗
- View at Home Depot · homedepot.com
- View at Home Depot · homedepot.com
- Google thermostat information · store.google.com
- View at Ace Hardware · acehardware.com
- ENERGY STAR Smart Thermostats Marketing Toolkit · energystar.gov
- Intelligent Heating, Ventilation, and Air Conditioning Controls for Low-income Households Final Project Report · energy.ca.gov