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Can you check if CertainTeed Landmark shingles are really worth the extra money compared to standard three-tab shingles for a heavy wind zone in Oklahoma?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you check if CertainTeed Landmark shingles are really worth the extra money compared to standard three-tab shingles for a heavy wind zone in Oklahoma?
1 real search · 1 real-search pass
CertainTeed Landmark shingles wind warranty 110 mph 130 mph installation requirements three tab shingles wind rating Oklahoma high wind zoneGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
CertainTeed Landmark shingles wind warranty 110 mph 130 mph installation requirements three tab shingles wind rating Oklahoma high wind zone Google ↗
  1. Landmark® · certainteed.com
  2. Landmark Shingles · buildsite.com
  3. Landmark® ClimateFlex® · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles wind warranty 110 mph 130 mph installation requirements three tab shingles wind rating Oklahoma high wind zone
OBSERVED
Google ↗
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