Which Low-E double-pane versus triple-pane window packages provide the best HERS score improvement for new builds in climate zone 5?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which Low-E double-pane versus triple-pane window packages provide the best HERS score improvement for new builds in climate zone 5?
3 real searches · 1 real-search pass
Climate Zone 5 residential windows U-factor SHGC recommendations double triple pane HERS energy modelingGoogle ↗
OBSERVEDReason
RESNET HERS Index window U-factor SHGC impact energy rating fenestrationGoogle ↗
OBSERVEDConsequence
ENERGY STAR windows Northern climate zone U-factor SHGC requirements 2025Google ↗
OBSERVEDOther / navigational
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
Climate Zone 5 residential windows U-factor SHGC recommendations double triple pane HERS energy modeling Google ↗
RESNET HERS Index window U-factor SHGC impact energy rating fenestration Google ↗
ENERGY STAR windows Northern climate zone U-factor SHGC requirements 2025 Google ↗
- Measure Guideline: Energy-Efficient Window Performance and Selection · www1.eere.energy.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
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Climate Zone 5 residential windows U-factor SHGC recommendations double triple pane HERS energy modeling OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
RESNET HERS Index window U-factor SHGC impact energy rating fenestration OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
ENERGY STAR windows Northern climate zone U-factor SHGC requirements 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |