Looking at Lowe and s double pane windows for my drafty old rental house, but do cheaper brand alternatives perform just as well for thermal insulation?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Looking at Lowe and s double pane windows for my drafty old rental house, but do cheaper brand alternatives perform just as well for thermal insulation?
1 real search · 1 real-search pass
double pane window U-factor SHGC air leakage ENERGY STAR low-e argon vinyl replacement windows 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 (1)
Classes come from the query-classifier (a local Laya model).
Searches and sources
ChatGPT1 real searches · gpt-6
double pane window U-factor SHGC air leakage ENERGY STAR low-e argon vinyl replacement windows comparison Google ↗
- Window Types and Technologies · energy.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- Independently Tested and Certified Energy Performance · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov
- View product · homedepot.com
- View product · walmart.com