Real ChatGPT answer · index seed36hixBWI91McompleteHome services and improvement · roofingcommercial

Are there any government rebates or tax credits available for installing cool roof shingles in California this year?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any government rebates or tax credits available for installing cool roof shingles in California this year?
3 real searches · 1 real-search pass
California cool roof shingles rebates tax credits 2026 state local utility incentives cool roofsGoogle ↗
OBSERVED
2026 federal tax credit cool roof roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRSGoogle ↗
OBSERVED
California cool roof rebate program residential roofing 2026 utility city incentivesGoogle ↗
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
California cool roof shingles rebates tax credits 2026 state local utility incentives cool roofs Google ↗
2026 federal tax credit cool roof roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRS Google ↗
California cool roof rebate program residential roofing 2026 utility city incentives Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
California cool roof shingles rebates tax credits 2026 state local utility incentives cool roofs
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 federal tax credit cool roof roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRS
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
California cool roof rebate program residential roofing 2026 utility city incentives
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1