We are tired of our drafty old windows letting in cold winter air, so what are the most budget friendly temporary fixes and the best long term replacement options for a family home?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are tired of our drafty old windows letting in cold winter air, so what are the most budget friendly temporary fixes and the best long term replacement options for a family home?
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). 2 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
US Department of Energy drafty windows weatherstripping window film caulking energy efficient window replacement guidance 2026 Google ↗
ENERGY STAR replacement windows criteria U-factor solar heat gain climate zone Northern Virginia 2026 Google ↗
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- Residential Windows, Doors, & Skylights · energystar.gov
- What makes it ENERGY STAR? · energystar.gov
- High Performing Windows or Storm Windows · energystar.gov
- Whole-House Weatherization · energy.gov
- Energy-Efficient Home Improvement Credit Insulation and Air-Sealing Essentials · energy.gov
- Doors and windows · quebec.ca
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
US Department of Energy drafty windows weatherstripping window film caulking energy efficient window replacement guidance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 | |
ENERGY STAR replacement windows criteria U-factor solar heat gain climate zone Northern Virginia 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |