Real ChatGPT answer · index seedllZ6Ux11EyMcompleteHome services and improvement · roofingcomparison

Are GAF Timberline HDZ shingles actually better than Owens Corning Duration for a starter home in the midwest where wind storms are pretty common?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are GAF Timberline HDZ shingles actually better than Owens Corning Duration for a starter home in the midwest where wind storms are pretty common?
3 real searches · 1 real-search pass
GAF Timberline HDZ vs Owens Corning Duration wind resistance SureNail LayerLock StrikeZone warranty official specificationsGoogle ↗
OBSERVEDComparison
GAF Timberline HDZ wind warranty 130 mph installation requirements officialGoogle ↗
OBSERVEDInstruction
Owens Corning Duration shingles wind warranty 130 mph SureNail officialGoogle ↗
OBSERVEDReason

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 (3)
Short factOther / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
GAF Timberline HDZ vs Owens Corning Duration wind resistance SureNail LayerLock StrikeZone warranty official specifications Google ↗
GAF Timberline HDZ wind warranty 130 mph installation requirements official Google ↗
Owens Corning Duration shingles wind warranty 130 mph SureNail official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
GAF Timberline HDZ vs Owens Corning Duration wind resistance SureNail LayerLock StrikeZone warranty official specifications
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
GAF Timberline HDZ wind warranty 130 mph installation requirements official
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
Owens Corning Duration shingles wind warranty 130 mph SureNail official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1