Real ChatGPT answer · index seedJ04YKUfP6JAcompleteConsumer electronics · smart home devicescommercial
How much money do smart radiator valves actually save on winter heating bills in a drafty two-story house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money do smart radiator valves actually save on winter heating bills in a drafty two-story house?
2 real searches · 1 real-search pass
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
smart thermostatic radiator valves energy savings real world study percentage heating energy savings Google ↗
thermostatic radiator valves zoning heating energy savings drafty house radiator controls study Google ↗
- BEAMA Assessing the energy savings from Thermosta · beama.org.uk
- Assessing the performance of domestic heating controls in a whole house test facility - Richard Fitton, William Swan, Tara Hughes, Moaad Benjaber, Stephen Todd, 2016 · journals.sagepub.com
- Energy savings from domestic zonal heating controls: Robust evidence from a controlled field trial · doi.org
- Field tests to examine energy saving effects of occupants’ thermostatic radiator valves (TRVs) regulating behavior in district heating systems: Science and Technology for the Built Environment: Vol 29, No 1 · tandfonline.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
smart thermostatic radiator valves energy savings real world study percentage heating energy savings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
thermostatic radiator valves zoning heating energy savings drafty house radiator controls study OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |