What is the actual R-value and solar heat gain coefficient difference between triple-pane fiberglass windows and double-pane vinyl options for a new construction zone 5 climate?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the actual R-value and solar heat gain coefficient difference between triple-pane fiberglass windows and double-pane vinyl options for a new construction zone 5 climate?
3 real searches · 1 real-search pass
NFRC whole window U-factor SHGC triple pane fiberglass double pane vinyl typical ranges climate zone 5Google ↗
OBSERVEDComparison
DOE ENERGY STAR windows climate zone 5 U-factor SHGC northern windows guidanceGoogle ↗
OBSERVEDOther / navigational
efficient windows center triple pane fiberglass double pane vinyl U factor SHGC comparisonGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
NFRC whole window U-factor SHGC triple pane fiberglass double pane vinyl typical ranges climate zone 5 Google ↗
DOE ENERGY STAR windows climate zone 5 U-factor SHGC northern windows guidance Google ↗
efficient windows center triple pane fiberglass double pane vinyl U factor SHGC comparison Google ↗
- DOE Zero Energy Ready Home Window Requirements · basc.pnnl.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- High-Performance (ENERGY STAR) Windows · basc.pnnl.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- Window Types and Technologies · energy.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
NFRC whole window U-factor SHGC triple pane fiberglass double pane vinyl typical ranges climate zone 5 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
DOE ENERGY STAR windows climate zone 5 U-factor SHGC northern windows guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
efficient windows center triple pane fiberglass double pane vinyl U factor SHGC comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |