Real ChatGPT answer · index seed6yKxrHA0VGUcompleteHome services and improvement · roofingbrand

How much does Owens Corning Duration shingles cost per square installed by certified contractors in my area compared to standard three-tab versions?

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

SEED QUERY
How much does Owens Corning Duration shingles cost per square installed by certified contractors in my area compared to standard three-tab versions?
1 real search · 1 real-search pass
2026 Owens Corning Duration shingles installed cost per square vs three-tab shingles Northern Virginia certified contractor pricingGoogle ↗
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
2026 Owens Corning Duration shingles installed cost per square vs three-tab shingles Northern Virginia certified contractor pricing Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Owens Corning Duration shingles installed cost per square vs three-tab shingles Northern Virginia certified contractor pricing
OBSERVED
Google ↗
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