Real ChatGPT answer · index seedcXhy8qGmRXgcompleteHome services and improvement · roofingcomparison

Compare CertainTeed Landmark architectural shingles with GAF Timberline HDZ for a high wind area in coastal New England.

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

SEED QUERY
Compare CertainTeed Landmark architectural shingles with GAF Timberline HDZ for a high wind area in coastal New England.
1 real search · 1 real-search pass
CertainTeed Landmark vs GAF Timberline HDZ wind warranty wind resistance official specifications coastal installationGoogle ↗
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 vs GAF Timberline HDZ wind warranty wind resistance official specifications coastal installation Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark vs GAF Timberline HDZ wind warranty wind resistance official specifications coastal installation
OBSERVED
Google ↗
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