How can I optimize our smart home energy usage during a winter freeze warning without having to manually adjust every radiator valve in the apartment?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How can I optimize our smart home energy usage during a winter freeze warning without having to manually adjust every radiator valve in the apartment?
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.
ChatGPT real searches (2)
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 radiator thermostatic valve freeze protection minimum temperature apartment winter energy efficiency official guidance Google ↗
official guidance prevent frozen pipes apartment thermostat winter keep heat on Google ↗
- Preventing & Thawing Frozen Pipes · redcross.org
- Preventing or Thawing Frozen Water Pipes · maine.gov
- Explore Home Assistant · home-assistant.io
- Explore Apple Home · apple.com
- Explore Google Home · home.google.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
smart radiator thermostatic valve freeze protection minimum temperature apartment winter energy efficiency official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
official guidance prevent frozen pipes apartment thermostat winter keep heat on OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |