Real ChatGPT answer · index seedj1DYgFB5VX8completeFinance and banking · budgeting and savingcomparison
Contrast the utility bill savings of attic insulation upgrades versus triple-pane window replacements in a drafty nineteen-seventies home located in the Northeast.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Contrast the utility bill savings of attic insulation upgrades versus triple-pane window replacements in a drafty nineteen-seventies home located in the Northeast.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
DOE ENERGY STAR attic insulation savings heating cooling energy bills windows replacement triple pane energy savings Northeast home Google ↗
ENERGY STAR window replacement savings 2025 northern climate triple pane windows annual energy bill savings Google ↗
- Methodology for Estimated Energy Savings · energystar.gov
- ENERGY STAR Certified Windows Key Messaging · energystar.gov
- Comfort Home for Homeowners · nyserda.ny.gov
- How to Weatherize for Winter · nyserda.ny.gov
- Rule Your Attic! For Comfort and Savings · energystar.gov
- Methodology for ENERGY STAR Savings Estimates for Windows · energystar.gov
- The Latest on Zero Energy Windows, Thin Triples, and Advanced Window Technologies · energy.gov
- Home Improvement Savings - Windows Savings · energystar.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 |
|---|---|---|---|---|---|---|---|
DOE ENERGY STAR attic insulation savings heating cooling energy bills windows replacement triple pane energy savings Northeast home OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
ENERGY STAR window replacement savings 2025 northern climate triple pane windows annual energy bill savings OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |