Real ChatGPT answer · index seedB1cCCylO1cEcompleteTelecom and utilities · energy efficiencycomparison
How much money will I save on my winter heating bill if I replace my old wood windows with Low E double pane glass from Lowe and s?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much money will I save on my winter heating bill if I replace my old wood windows with Low E double pane glass from Lowe and s?
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
U.S. Department of Energy energy savings replace single pane windows low-e double pane heating costs estimate Google ↗
ENERGY STAR window replacement savings single pane windows climate zone Virginia Google ↗
- Window Types and Technologies · energy.gov
- Methodology for ENERGY STAR Savings Estimates for Windows · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy energy savings replace single pane windows low-e double pane heating costs estimate OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR window replacement savings single pane windows climate zone Virginia OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |