Real ChatGPT answer · index seedMxnZBBwyYAgcompleteHome services and improvement · roofingbrand

Are there better alternative shingle brands to GAF Timberline HDZ that offer better wind warranties for business properties in hurricane zones?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there better alternative shingle brands to GAF Timberline HDZ that offer better wind warranties for business properties in hurricane zones?
1 real search · 1 real-search pass
2026 asphalt shingle wind warranty comparison GAF Timberline HDZ CertainTeed Owens Corning Atlas hurricane wind warranty commercial propertyGoogle ↗
OBSERVEDComparison

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.

ChatGPT real searches (1)
Short factOther / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model).

Searches and sources

ChatGPT1 real searches · gpt-6
2026 asphalt shingle wind warranty comparison GAF Timberline HDZ CertainTeed Owens Corning Atlas hurricane wind warranty commercial property Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 asphalt shingle wind warranty comparison GAF Timberline HDZ CertainTeed Owens Corning Atlas hurricane wind warranty commercial property
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
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