Real ChatGPT answer · index seedyefDcxMuAXgcompleteHome services and improvement · roofinginformational

How much do architectural shingles in premium Owens Corning shingle colors cost compared to standard three tab options?

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

SEED QUERY
How much do architectural shingles in premium Owens Corning shingle colors cost compared to standard three tab options?
1 real search · 1 real-search pass
2026 Owens Corning architectural shingles vs 3-tab shingles cost per square material and installed PennsylvaniaGoogle ↗
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 architectural shingles vs 3-tab shingles cost per square material and installed Pennsylvania Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 Owens Corning architectural shingles vs 3-tab shingles cost per square material and installed Pennsylvania
OBSERVED
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