Real ChatGPT answer · index seedsM7L2WoJe3wcompleteHome services and improvement · roofingbrand

Are there any green energy tax credits or utility rebates available this year for installing cool-roof certified Owens Corning shingles in a warm climate?

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 green energy tax credits or utility rebates available this year for installing cool-roof certified Owens Corning shingles in a warm climate?
3 real searches · 1 real-search pass
2026 federal tax credit cool roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRSGoogle ↗
OBSERVED
Georgia 2026 utility rebates cool roof shingles Owens Corning cool roof McDonough Georgia utility rebateGoogle ↗
OBSERVED
Georgia Power residential rebates cool roof roofing shingles 2026Google ↗
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 tax credit cool roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRS Google ↗
Georgia 2026 utility rebates cool roof shingles Owens Corning cool roof McDonough Georgia utility rebate Google ↗
Georgia Power residential rebates cool roof roofing shingles 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal tax credit cool roof shingles Energy Efficient Home Improvement Credit expiration 2025 IRS
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia 2026 utility rebates cool roof shingles Owens Corning cool roof McDonough Georgia utility rebate
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Georgia Power residential rebates cool roof roofing shingles 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1