How does the energy efficiency of Lowe and s double pane windows compare to more expensive custom brands when retrofitting a 1970s colonial?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the energy efficiency of Lowe and s double pane windows compare to more expensive custom brands when retrofitting a 1970s colonial?
1 real search · 1 real-search pass
Lowe's replacement windows energy performance U-factor SHGC compare custom window brands retrofit 1970s homeGoogle ↗
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
Lowe's replacement windows energy performance U-factor SHGC compare custom window brands retrofit 1970s home Google ↗
- High Performing Windows or Storm Windows · energystar.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- High-Performance (ENERGY STAR) Windows · basc.pnnl.gov
- Choosing Replacement Windows · consumerreports.org