Real ChatGPT answer · index seedWYo78hpg9IocompleteHome services and improvement · roofingbrand

Are Malarkey roofing products significantly more expensive than GAF and do they actually last longer in extreme weather?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are Malarkey roofing products significantly more expensive than GAF and do they actually last longer in extreme weather?
3 real searches · 1 real-search pass
Malarkey shingles vs GAF price comparison Vista Legacy Highlander NEX polymer modified asphalt independent hail wind durabilityGoogle ↗
OBSERVED
Malarkey Roofing Products warranty Vista Legacy wind hail impact resistance NEX polymer modified asphalt officialGoogle ↗
OBSERVED
GAF Timberline HDZ warranty wind hail impact resistance officialGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Malarkey shingles vs GAF price comparison Vista Legacy Highlander NEX polymer modified asphalt independent hail wind durability Google ↗
Malarkey Roofing Products warranty Vista Legacy wind hail impact resistance NEX polymer modified asphalt official Google ↗
GAF Timberline HDZ warranty wind hail impact resistance official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Malarkey shingles vs GAF price comparison Vista Legacy Highlander NEX polymer modified asphalt independent hail wind durability
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Malarkey Roofing Products warranty Vista Legacy wind hail impact resistance NEX polymer modified asphalt official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
GAF Timberline HDZ warranty wind hail impact resistance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1