Real ChatGPT answer · index seedMyefQToqsoIcompleteHome services and improvement · roofingcommercial

Can you explain the current government energy tax credits available for installing cool roof shingles or metal roofing materials on a primary residence?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you explain the current government energy tax credits available for installing cool roof shingles or metal roofing materials on a primary residence?
3 real searches · 1 real-search pass
2026 federal residential energy tax credits roofing cool roof shingles metal roof Section 25C ended 2025 IRSGoogle ↗
OBSERVED
IRS Energy Efficient Home Improvement Credit 2025 roof metal roofing asphalt shingles qualified productsGoogle ↗
OBSERVED
California 2026 cool roof rebates incentives residential roofing Los Angeles utilityGoogle ↗
OBSERVED

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.

Classifying 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal residential energy tax credits roofing cool roof shingles metal roof Section 25C ended 2025 IRS Google ↗
IRS Energy Efficient Home Improvement Credit 2025 roof metal roofing asphalt shingles qualified products Google ↗
California 2026 cool roof rebates incentives residential roofing Los Angeles utility Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal residential energy tax credits roofing cool roof shingles metal roof Section 25C ended 2025 IRS
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Energy Efficient Home Improvement Credit 2025 roof metal roofing asphalt shingles qualified products
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California 2026 cool roof rebates incentives residential roofing Los Angeles utility
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1