Real ChatGPT answer · index seedBzxBKwMdBQAcompleteTelecom and utilities · energy efficiencyinformational
What do the energy star ratings on double pane windows actually mean for someone trying to lower their winter heating bills
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What do the energy star ratings on double pane windows actually mean for someone trying to lower their winter heating bills
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
ENERGY STAR residential windows doors U-factor SHGC climate zones criteria official 2026 Google ↗
ENERGY STAR windows heating bills U-factor air leakage low-e argon double pane official Google ↗
- What makes it ENERGY STAR? · energystar.gov
- ENERGY STAR Residential Window Criteria · energystar.gov
- Independently Tested and Certified Energy Performance · energystar.gov
- Purchasing Energy-Efficient Residential Windows, Doors, and Skylights · energy.gov
- ENERGY STAR window buying guide · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
ENERGY STAR residential windows doors U-factor SHGC climate zones criteria official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
ENERGY STAR windows heating bills U-factor air leakage low-e argon double pane official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |