Are triple pane windows in the energy efficient window package worth the extra cost for a new build in Minnesota winters?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are triple pane windows in the energy efficient window package worth the extra cost for a new build in Minnesota winters?
1 real search · 1 real-search pass
Minnesota cold climate triple pane versus double pane windows energy savings U factor condensation new construction DOE ENERGY STAR Northern climateGoogle ↗
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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
Minnesota cold climate triple pane versus double pane windows energy savings U factor condensation new construction DOE ENERGY STAR Northern climate Google ↗
- Using ENERGY STAR Windows to Help Meet ENERGY STAR Single-Family New Homes, National v3.2 Slides · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- 24–25 · mn.gov
- Look for energy savings when shopping for new windows and doors · mn.gov