Real ChatGPT answer · index seedziApJsdQDRMcompleteTelecom and utilities · energy efficiencyinformational
We are thinking about buying Low-E double pane windows for our drafty bedrooms, but are they really worth the high installation cost in terms of energy savings?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are thinking about buying Low-E double pane windows for our drafty bedrooms, but are they really worth the high installation cost in terms of energy savings?
2 real searches · 1 real-search pass
ENERGY STAR replacement windows energy savings low-e double pane payback existing windows air sealing California climate zone HemetGoogle ↗
OBSERVEDOther / navigational
California Energy Commission window replacement energy efficiency air leakage weatherization low-e windows savingsGoogle ↗
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 (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
ENERGY STAR replacement windows energy savings low-e double pane payback existing windows air sealing California climate zone Hemet Google ↗
California Energy Commission window replacement energy efficiency air leakage weatherization low-e windows savings Google ↗
- Building Energy Efficiency Resources for Single Family Homes · energy.ca.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- High Performing Windows or Storm Windows · energystar.gov
- Storm Windows · energystar.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- Choosing Replacement Windows · consumerreports.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ENERGY STAR replacement windows energy savings low-e double pane payback existing windows air sealing California climate zone Hemet OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
California Energy Commission window replacement energy efficiency air leakage weatherization low-e windows savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |