Real ChatGPT answer · index seedLx3y6azpJv8completeTelecom and utilities · energy efficiencyinformational
Do lower U factor ratings on double pane windows actually make a noticeable difference in a drafty older home with toddlers?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do lower U factor ratings on double pane windows actually make a noticeable difference in a drafty older home with toddlers?
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). 1 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
window U-factor air leakage draft weatherstripping ENERGY STAR replacement windows older homes low-e double pane Google ↗
NFRC U-factor window rating air leakage condensation interior glass temperature explanation Google ↗
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- Independently Tested and Certified Energy Performance · energystar.gov
- ENERGY STAR Version 7.0 Residential Windows, Doors, and Skylights Draft 1 Criteria Analysis Report · energystar.gov
- Window Types and Technologies · energy.gov
- Window Ratings · efficientwindows.org
- Guide to Energy-Efficient Windows · energy.gov
- High Performing Windows or Storm Windows · energystar.gov
- Sealing Behind Window & Door Trim Project · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
window U-factor air leakage draft weatherstripping ENERGY STAR replacement windows older homes low-e double pane OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
NFRC U-factor window rating air leakage condensation interior glass temperature explanation OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |