Real ChatGPT answer · index seedLH7ZBMAv74gcompleteTelecom and utilities · energy efficiencyinformational
What are the minimum NFRC efficiency ratings required for Low E double pane windows to qualify for the maximum federal energy efficient home improvement credit?
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The searches the AI actually ran for this prompt.
SEED QUERY
What are the minimum NFRC efficiency ratings required for Low E double pane windows to qualify for the maximum federal energy efficient home improvement credit?
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
IRS Energy Efficient Home Improvement Credit windows 2025 placed in service December 31 2025 NFRC ENERGY STAR Most Efficient U-factor SHGC Google ↗
ENERGY STAR Most Efficient windows 2025 criteria NFRC U-factor SHGC climate zone Google ↗
- Residential Windows and SGD ENERGY STAR Most Efficient 2025 Criteria · energystar.gov
- What makes it ENERGY STAR? · energystar.gov
- Frequently asked questions about energy efficient home improvements and residential clean energy property credits – Energy Efficient Home Improvement Credit - Energy efficiency requirements · irs.gov
- Frequently asked questions about energy efficient home improvements and residential clean energy property credits – Energy Efficient Home Improvement Credit - Qualifying expenditures and credit amount · irs.gov
- 26 U.S.C. § 25C: Energy efficient home improvement credit · uscode.house.gov
- 26 U.S.C. § 25C: Energy efficient home improvement credit · uscode.house.gov
- ENERGY STAR certified window database · energystar.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS Energy Efficient Home Improvement Credit windows 2025 placed in service December 31 2025 NFRC ENERGY STAR Most Efficient U-factor SHGC OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
ENERGY STAR Most Efficient windows 2025 criteria NFRC U-factor SHGC climate zone OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |