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Are Tamko heritage shingles considered class four impact resistant for insurance discount purposes in storm prone states like Oklahoma?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Tamko heritage shingles considered class four impact resistant for insurance discount purposes in storm prone states like Oklahoma?
2 real searches · 1 real-search pass
TAMKO Heritage shingles impact resistance Class 4 UL 2218 official TAMKO product dataGoogle ↗
OBSERVED
TAMKO Heritage shingles Class 4 impact resistance UL 2218 insurance discount OklahomaGoogle ↗
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
TAMKO Heritage shingles impact resistance Class 4 UL 2218 official TAMKO product data Google ↗
TAMKO Heritage shingles Class 4 impact resistance UL 2218 insurance discount Oklahoma Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles impact resistance Class 4 UL 2218 official TAMKO product data
OBSERVED
Google ↗
AI Mode ↗
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of 1
TAMKO Heritage shingles Class 4 impact resistance UL 2218 insurance discount Oklahoma
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1