Real ChatGPT answer · index seed69ZtOPI4CqAcompleteReal estate · new constructionbrand

Are solar roof integrations offered by standard production builders worth the upfront cost right now

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Are solar roof integrations offered by standard production builders worth the upfront cost right now
3 real searches · 1 real-search pass
2026 US residential solar tax credit expiration December 31 2025 Section 25D current law solar roof shinglesGoogle ↗
OBSERVED
2026 solar shingles integrated solar roof cost versus conventional rooftop solar payback production builder new constructionGoogle ↗
OBSERVED
2026 New York residential solar incentives NYSERDA NY-Sun property tax exemption solar currentGoogle ↗
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 US residential solar tax credit expiration December 31 2025 Section 25D current law solar roof shingles Google ↗
2026 solar shingles integrated solar roof cost versus conventional rooftop solar payback production builder new construction Google ↗
2026 New York residential solar incentives NYSERDA NY-Sun property tax exemption solar current Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 US residential solar tax credit expiration December 31 2025 Section 25D current law solar roof shingles
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 solar shingles integrated solar roof cost versus conventional rooftop solar payback production builder new construction
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 New York residential solar incentives NYSERDA NY-Sun property tax exemption solar current
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1