Real ChatGPT answer · index seedj1DqPZi8apwcompleteHome services and improvement · roofingbrand

I just bought my first starter home and need to know if CertainTeed Landmark solar reflective shingles qualify for any federal energy tax credits 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
I just bought my first starter home and need to know if CertainTeed Landmark solar reflective shingles qualify for any federal energy tax credits this year.
3 real searches · 1 real-search pass
2026 federal residential energy tax credits roof shingles Energy Efficient Home Improvement Credit expiration December 31 2025 IRSGoogle ↗
OBSERVED
IRS Form 5695 2026 energy efficient home improvement credit roofing shingles qualified propertyGoogle ↗
OBSERVED
CertainTeed Landmark Solaris solar reflective shingles federal tax credit eligibility manufacturerGoogle ↗
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 roof shingles Energy Efficient Home Improvement Credit expiration December 31 2025 IRS Google ↗
IRS Form 5695 2026 energy efficient home improvement credit roofing shingles qualified property Google ↗
CertainTeed Landmark Solaris solar reflective shingles federal tax credit eligibility manufacturer Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal residential energy tax credits roof shingles Energy Efficient Home Improvement Credit expiration December 31 2025 IRS
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
IRS Form 5695 2026 energy efficient home improvement credit roofing shingles qualified property
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark Solaris solar reflective shingles federal tax credit eligibility manufacturer
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1