Real ChatGPT answer · index seedH5rt0exEkEEcompleteTelecom and utilities · energy efficiencycomparison
Which is better for a family of four trying to slash gas consumption: switching to a tankless water heater or upgrading our ancient thermostat to a smart learning model?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is better for a family of four trying to slash gas consumption: switching to a tankless water heater or upgrading our ancient thermostat to a smart learning model?
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). 1 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 thermostat heating savings 8% 10% Energy Star programmable thermostat gas heating savings Google ↗
tankless water heater energy savings compared conventional storage water heater DOE family household Google ↗
- ENERGY STAR Smart Thermostats FAQs for EEPS · energystar.gov
- Smart Thermostats · energystar.gov
- Save More with ENERGY STAR Gas Tankless Water Heaters · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
smart thermostat heating savings 8% 10% Energy Star programmable thermostat gas heating savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
tankless water heater energy savings compared conventional storage water heater DOE family household OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |