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Why are architectural shingles generally preferred over three tab shingles in regions prone to severe hail storms and how do class 4 impact ratings factor in

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

SEED QUERY
Why are architectural shingles generally preferred over three tab shingles in regions prone to severe hail storms and how do class 4 impact ratings factor in
1 real search · 1 real-search pass
UL 2218 Class 4 roofing impact test limitations hail damage insurance discounts architectural shinglesGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

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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
UL 2218 Class 4 roofing impact test limitations hail damage insurance discounts architectural shingles Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UL 2218 Class 4 roofing impact test limitations hail damage insurance discounts architectural shingles
OBSERVED
Google ↗
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