Real ChatGPT answer · index seedQ7t4Dmmxv9UcompleteHome services and improvement · roofingcommercial

I need to replace my asphalt shingle roof on a tight budget so which brand offers the best durability for the price between Owens Corning and CertainTeed right now

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

SEED QUERY
I need to replace my asphalt shingle roof on a tight budget so which brand offers the best durability for the price between Owens Corning and CertainTeed right now
1 real search · 1 real-search pass
Owens Corning vs CertainTeed asphalt shingles durability price 2026 warranty installation costGoogle ↗
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 shingles durability price 2026 warranty installation cost Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning vs CertainTeed asphalt shingles durability price 2026 warranty installation cost
OBSERVED
Google ↗
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