Real ChatGPT answer · index seednOWOzVnaAD4completeHome services and improvement · roofingcomparison

Are CertainTeed Landmark shingles actually better than Owens Corning architectural shingles for a house with heavy tree cover and kids playing in the yard?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed Landmark shingles actually better than Owens Corning architectural shingles for a house with heavy tree cover and kids playing in the yard?
1 real search · 1 real-search pass
CertainTeed Landmark vs Owens Corning Duration architectural shingles algae resistance wind warranty impact resistance heavy tree coverGoogle ↗
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
CertainTeed Landmark vs Owens Corning Duration architectural shingles algae resistance wind warranty impact resistance heavy tree cover Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark vs Owens Corning Duration architectural shingles algae resistance wind warranty impact resistance heavy tree cover
OBSERVED
Google ↗
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