I need an urgent comparison of low emissivity window options for a cold climate new construction project to ensure we meet strict local energy efficiency standards.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need an urgent comparison of low emissivity window options for a cold climate new construction project to ensure we meet strict local energy efficiency standards.
1 real search · 1 real-search pass
2026 2025 residential energy code window U-factor SHGC cold climate requirements DOE ENERGY STAR NFRC low-e window selectionGoogle ↗
OBSERVEDInstruction
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). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
2026 2025 residential energy code window U-factor SHGC cold climate requirements DOE ENERGY STAR NFRC low-e window selection Google ↗
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- Window Types and Technologies · energy.gov
- Residential Windows and SGD ENERGY STAR Most Efficient 2025 Criteria · energystar.gov
- What makes it ENERGY STAR? · energystar.gov