Real ChatGPT answer · index seed7GXOziJTFbQcompleteHome services and improvement · roofinginformational
What are the latest energy star requirements for cool roof coatings that qualify for federal tax credits this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the latest energy star requirements for cool roof coatings that qualify for federal tax credits this year?
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 tax credit cool roof coating ENERGY STAR requirements IRS 25C 2026 expiration Google ↗
ENERGY STAR roof products criteria cool roof coatings requirements solar reflectance thermal emittance 2026 Google ↗
- Roof Products Specification Version 3.0 · energystar.gov
- Energy Star Program Requirements for Roof Products Partner Commitments · nepis.epa.gov
- Energy Star for Roof Products Fact Sheet for Manufacturers · nepis.epa.gov
- 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
- Frequently asked questions about energy efficient home improvements and residential clean energy property credits · irs.gov
- Energy efficient commercial buildings deduction · irs.gov
- Instructions for Form 7205 (12/2025) · irs.gov
- 26 U.S.C. § 179D: Energy efficient commercial buildings deduction · uscode.house.gov
- Roof Rating Program · coolroofs.org
- CRRC Rated Roof Products Directory · coolroofs.org
- CA Title 24 · coolroofs.org
- 2025 Nonresidential Cool Roofs · energy.ca.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 federal tax credit cool roof coating ENERGY STAR requirements IRS 25C 2026 expiration OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
ENERGY STAR roof products criteria cool roof coatings requirements solar reflectance thermal emittance 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |