Real ChatGPT answer · index seedfkSVQgLft4McompleteReal estate · new constructioninformational

How does the cost of a standing seam metal roof compare to asphalt shingles when factoring in insurance discounts for wind and hail resistance in new homes?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the cost of a standing seam metal roof compare to asphalt shingles when factoring in insurance discounts for wind and hail resistance in new homes?
2 real searches · 1 real-search pass
standing seam metal roof installed cost per square foot asphalt shingles 2026 new construction insurance wind hail discounts premium reductionGoogle ↗
OBSERVED
insurance discount metal roof wind hail resistance standing seam asphalt shingles insurer roof material discount impact resistant roofGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
standing seam metal roof installed cost per square foot asphalt shingles 2026 new construction insurance wind hail discounts premium reduction Google ↗
insurance discount metal roof wind hail resistance standing seam asphalt shingles insurer roof material discount impact resistant roof Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
standing seam metal roof installed cost per square foot asphalt shingles 2026 new construction insurance wind hail discounts premium reduction
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
insurance discount metal roof wind hail resistance standing seam asphalt shingles insurer roof material discount impact resistant roof
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1