We have a massive two story house and our summer electric bills are out of control, so what are the most cost effective steps to take right now to lower our energy usage?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We have a massive two story house and our summer electric bills are out of control, so what are the most cost effective steps to take right now to lower our energy usage?
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
Austin Energy residential energy efficiency rebates home insulation HVAC 2026 summer energy savings Google ↗
DOE Energy Saver air conditioning thermostat 78 attic insulation air sealing ceiling fans home energy savings Google ↗
- Power to Choose (Texas official electricity comparison site) · powertochoose.org
- Explore Home Energy Savings · austinenergy.com
- Explore the Essential program · austinenergy.com
- Check eligibility · austinenergy.com
- Energy-Efficient Home Improvement Credit Insulation and Air-Sealing Essentials · energy.gov
- Methodology for Estimated Energy Savings · energystar.gov
- Attic Ventilation Fans · basc.pnnl.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Austin Energy residential energy efficiency rebates home insulation HVAC 2026 summer energy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE Energy Saver air conditioning thermostat 78 attic insulation air sealing ceiling fans home energy savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |