Real ChatGPT answer · index seedyJHK3dIvP5UcompleteTelecom and utilities · energy efficiencyinformational
Do double pane windows with argon gas fill really make a big difference in energy efficiency, or is the air fill just as good for my retirement budget?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do double pane windows with argon gas fill really make a big difference in energy efficiency, or is the air fill just as good for my retirement budget?
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
argon gas vs air double pane windows energy savings U-factor ENERGY STAR residential windows Google ↗
California residential window replacement energy efficiency argon low-e cost payback Google ↗
- Window Types and Technologies · energy.gov
- Measure Guideline: Energy-Efficient Window Performance and Selection · www1.eere.energy.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- High Performing Windows or Storm Windows · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
argon gas vs air double pane windows energy savings U-factor ENERGY STAR residential windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California residential window replacement energy efficiency argon low-e cost payback OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |