Real ChatGPT answer · index seedUWkrc96nsyocompleteReal estate · new constructioncomparison

Can you compare the pros and cons of asphalt shingle versus metal roofing specifically for new construction homes in a climate with heavy hail?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the pros and cons of asphalt shingle versus metal roofing specifically for new construction homes in a climate with heavy hail?
2 real searches · 1 real-search pass
IBHS hail resistant roofing asphalt shingles UL 2218 Class 4 metal roofing hail damage cosmetic damage guidanceGoogle ↗
OBSERVED
UL 2218 Class 4 impact resistance roofing shingles steel roofing hail test limitations insurance cosmetic damageGoogle ↗
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
IBHS hail resistant roofing asphalt shingles UL 2218 Class 4 metal roofing hail damage cosmetic damage guidance Google ↗
UL 2218 Class 4 impact resistance roofing shingles steel roofing hail test limitations insurance cosmetic damage Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
IBHS hail resistant roofing asphalt shingles UL 2218 Class 4 metal roofing hail damage cosmetic damage guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
UL 2218 Class 4 impact resistance roofing shingles steel roofing hail test limitations insurance cosmetic damage
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1