Real ChatGPT answer · index seedE2DGVb7vCu0completeHome services and improvement · solar panelscommercial

Quick question while my contractor is onsite are solar roof shingles actually worth the huge premium over standard panels for my historic home in New England

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Quick question while my contractor is onsite are solar roof shingles actually worth the huge premium over standard panels for my historic home in New England
1 real search · 1 real-search pass
2026 solar roof shingles vs traditional solar panels cost efficiency historic homes New England 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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 solar roof shingles vs traditional solar panels cost efficiency historic homes New England incentives Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 solar roof shingles vs traditional solar panels cost efficiency historic homes New England incentives
OBSERVED
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