Real ChatGPT answer · index seedWdEXziAnJUocompleteTelecom and utilities · energy efficiencycommercial
What is the payback period for replacing old single pane windows with cheap double pane vinyl windows in a 1970s ranch house?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the payback period for replacing old single pane windows with cheap double pane vinyl windows in a 1970s ranch house?
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
energy savings replace single pane windows with double pane windows payback period cost savings DOE ENERGY STAR Google ↗
Virginia residential window replacement single pane double pane energy savings estimates Google ↗
- Residential Windows, Doors, & Skylights · 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 |
|---|---|---|---|---|---|---|---|
energy savings replace single pane windows with double pane windows payback period cost savings DOE ENERGY STAR OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Virginia residential window replacement single pane double pane energy savings estimates OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |