Are Andersen double pane windows significantly more energy efficient than the builder basic vinyl options for an office in the Northeast climate zone?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are Andersen double pane windows significantly more energy efficient than the builder basic vinyl options for an office in the Northeast climate zone?
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
Andersen double pane window U-factor air leakage comparison builder grade vinyl Northeast climate ENERGY STAR Northern windows Google ↗
ENERGY STAR residential windows Northern climate zone U-factor SHGC criteria 2025 Google ↗
- ENERGY STAR Residential Window Criteria · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov
- ENERGY STAR® Version 7.0 · aw930cdnprdcd.azureedge.net
- Glass Options · andersenwindows.com
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- Residential Windows, Doors, & Skylights · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Andersen double pane window U-factor air leakage comparison builder grade vinyl Northeast climate ENERGY STAR Northern windows OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR residential windows Northern climate zone U-factor SHGC criteria 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |