How do I determine if a builder's advertised energy efficient window package meets current Department of Energy standards for extreme cold climates?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I determine if a builder's advertised energy efficient window package meets current Department of Energy standards for extreme cold climates?
3 real searches · 1 real-search pass
U.S. Department of Energy cold climate windows U-factor ENERGY STAR Northern Northern climate zone criteria 2026Google ↗
OBSERVEDComparison
ENERGY STAR residential windows doors skylights criteria Northern climate zone U-factor 2025 officialGoogle ↗
OBSERVEDReason
NFRC window ratings U-factor air leakage whole window officialGoogle ↗
OBSERVEDReason
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). 3 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
U.S. Department of Energy cold climate windows U-factor ENERGY STAR Northern Northern climate zone criteria 2026 Google ↗
ENERGY STAR residential windows doors skylights criteria Northern climate zone U-factor 2025 official Google ↗
NFRC window ratings U-factor air leakage whole window official Google ↗
- What makes it ENERGY STAR? · energystar.gov
- High-Performance (ENERGY STAR) Windows · basc.pnnl.gov
- Independently Tested and Certified Energy Performance · energystar.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- ENERGY STAR Product Finder · energystar.gov
- National Fenestration Rating Council (NFRC) · nfrc.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Energy cold climate windows U-factor ENERGY STAR Northern Northern climate zone criteria 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR residential windows doors skylights criteria Northern climate zone U-factor 2025 official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
NFRC window ratings U-factor air leakage whole window official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |