Real ChatGPT answer · index seedeyEpQxdg3yUcompleteTelecom and utilities · energy efficiencycomparison
What is the payback period difference when updating our 1970s attic fiberglass insulation compared to upgrading our windows, since we can only afford one big project right now?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the payback period difference when updating our 1970s attic fiberglass insulation compared to upgrading our windows, since we can only afford one big project right now?
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
Dallas Texas attic insulation upgrade energy savings payback period replacement windows payback comparison DOE ENERGY STAR Google ↗
ENERGY STAR replacement windows savings annual energy costs payback period insulation attic R-value Dallas climate zone Google ↗
- Building America Best Practices Series: Volume 12. Energy Renovations-Insulation: A Guide for Contractors to Share With Homeowners · www1.eere.energy.gov
- Methodology for Estimated Energy Savings · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov
- Methodology for ENERGY STAR Savings Estimates for Windows · energystar.gov
- Storm Windows · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Dallas Texas attic insulation upgrade energy savings payback period replacement windows payback comparison DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR replacement windows savings annual energy costs payback period insulation attic R-value Dallas climate zone OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |