Real ChatGPT answer · index seedPjykfuUDE8QcompleteHome services and improvement · roofingbrand

Is Owens Corning Duration shingles worth the extra money compared to standard architectural shingles for a two-story home

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Owens Corning Duration shingles worth the extra money compared to standard architectural shingles for a two-story home
1 real search · 1 real-search pass
Owens Corning Duration shingles SureNail wind warranty specifications compared standard architectural shinglesGoogle ↗
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 Duration shingles SureNail wind warranty specifications compared standard architectural shingles Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning Duration shingles SureNail wind warranty specifications compared standard architectural shingles
OBSERVED
Google ↗
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