Real ChatGPT answer · index seedVeHWtlybU2scompleteHome services and improvement · roofingbrand

How does the CertainTeed Landmark shingle wind rating compare to GAF alternatives for a wind-prone location in Oklahoma?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the CertainTeed Landmark shingle wind rating compare to GAF alternatives for a wind-prone location in Oklahoma?
2 real searches · 1 real-search pass
CertainTeed Landmark shingles wind warranty 110 130 mph installation requirements official specificationsGoogle ↗
OBSERVED
GAF Timberline HDZ UHDZ AS II wind warranty 130 150 mph official specificationsGoogle ↗
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
CertainTeed Landmark shingles wind warranty 110 130 mph installation requirements official specifications Google ↗
GAF Timberline HDZ UHDZ AS II wind warranty 130 150 mph official specifications Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles wind warranty 110 130 mph installation requirements official specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GAF Timberline HDZ UHDZ AS II wind warranty 130 150 mph official specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1