Real ChatGPT answer · index seedhKN5QvwjbMMcompleteHome services and improvement · roofingbrand

Owens Corning TruDef dual black shingles price increase over the last year and whether standard architectural shingles are significantly cheaper

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

The searches the AI actually ran for this prompt.

SEED QUERY
Owens Corning TruDef dual black shingles price increase over the last year and whether standard architectural shingles are significantly cheaper
1 real search · 1 real-search pass
Owens Corning TruDefinition Duration shingles Dual Black price 2025 2026 price increase standard architectural shingles cost comparisonGoogle ↗
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 TruDefinition Duration shingles Dual Black price 2025 2026 price increase standard architectural shingles cost comparison Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning TruDefinition Duration shingles Dual Black price 2025 2026 price increase standard architectural shingles cost comparison
OBSERVED
Google ↗
AI Mode ↗
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