Real ChatGPT answer · index seedSYvNfc0IeuAcompleteHome services and improvement · roofinginformational

I need to compare Owens Corning and CertainTeed architectural shingles based on current pricing and warranty value for a strict budget.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need to compare Owens Corning and CertainTeed architectural shingles based on current pricing and warranty value for a strict budget.
1 real search · 1 real-search pass
2026 Owens Corning Oakridge vs CertainTeed Landmark architectural shingles current price per square warranty comparison CaliforniaGoogle ↗
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 Oakridge vs CertainTeed Landmark architectural shingles current price per square warranty comparison California Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Owens Corning Oakridge vs CertainTeed Landmark architectural shingles current price per square warranty comparison California
OBSERVED
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