Real ChatGPT answer · index seedZ1AqltiIQW0completeTelecom and utilities · energy efficiencycommercial
My husband and I are trying to decide if Lowe-E double pane windows qualify for the latest federal energy efficiency tax incentives.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My husband and I are trying to decide if Lowe-E double pane windows qualify for the latest federal energy efficiency tax incentives.
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
2026 federal energy efficient home improvement credit windows section 25C expiration December 31 2025 law 2026 Google ↗
IRS energy efficient home improvement credit windows 2025 ENERGY STAR Most Efficient U-factor SHGC requirements Google ↗
- FAQs for modification of sections 25C, 25D, 25E, 30C, 30D, 45L, 45W, AND 179D under Public Law 119-21, 139 Stat. 72 (July 4, 2025), commonly known as the One, Big, Beautiful Bill (OBBB) · irs.gov
- Energy Efficient Home Improvement Credit · irs.gov
- Residential Windows and SGD ENERGY STAR Most Efficient 2025 Criteria · energystar.gov
- Windows & Skylights Tax Credit · 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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal energy efficient home improvement credit windows section 25C expiration December 31 2025 law 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS energy efficient home improvement credit windows 2025 ENERGY STAR Most Efficient U-factor SHGC requirements OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |