Real ChatGPT answer · index seedt1ivs7QaA5kcompleteHome services and improvement · roofingcommercial

Can you compare Owens Corning and CertainTeed shingle prices to see which brand gives me the best value for a standard medium-sized home?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Owens Corning and CertainTeed shingle prices to see which brand gives me the best value for a standard medium-sized home?
1 real search · 1 real-search pass
Owens Corning vs CertainTeed asphalt shingle prices 2026 installed cost per square Raleigh NCGoogle ↗
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
Owens Corning vs CertainTeed asphalt shingle prices 2026 installed cost per square Raleigh NC Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning vs CertainTeed asphalt shingle prices 2026 installed cost per square Raleigh NC
OBSERVED
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