Real ChatGPT answer · index seedEcqlnRuxu6EcompleteHome services and improvement · roofingcommercial

Can you compare asphalt shingles versus a metal roof for durability against severe hail and wind storms we get in my area?

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 asphalt shingles versus a metal roof for durability against severe hail and wind storms we get in my area?
2 real searches · 1 real-search pass
White Plains Westchester County New York severe hail wind storms climate hail frequency wind roofing recommendationsGoogle ↗
OBSERVED
UL 2218 Class 4 impact resistance asphalt shingles metal roofing hail dents wind resistance standing seam roofing testingGoogle ↗
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
White Plains Westchester County New York severe hail wind storms climate hail frequency wind roofing recommendations Google ↗
UL 2218 Class 4 impact resistance asphalt shingles metal roofing hail dents wind resistance standing seam roofing testing Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
White Plains Westchester County New York severe hail wind storms climate hail frequency wind roofing recommendations
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
UL 2218 Class 4 impact resistance asphalt shingles metal roofing hail dents wind resistance standing seam roofing testing
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1