Real ChatGPT answer · index seedh6rXMfwaoQMcompleteHome services and improvement · roofingbrand

Has Owens Corning shingle pricing gone up again this quarter and what are the cheapest certified alternative brands right now

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Has Owens Corning shingle pricing gone up again this quarter and what are the cheapest certified alternative brands right now
2 real searches · 1 real-search pass
Owens Corning roofing shingles price increase October 2026 Q4 2026 distributor price increaseGoogle ↗
OBSERVED
2026 cheapest asphalt roofing shingle brands GAF TAMKO IKO Atlas CertainTeed price per square certified ratingsGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
Owens Corning roofing shingles price increase October 2026 Q4 2026 distributor price increase Google ↗
2026 cheapest asphalt roofing shingle brands GAF TAMKO IKO Atlas CertainTeed price per square certified ratings Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning roofing shingles price increase October 2026 Q4 2026 distributor price increase
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 cheapest asphalt roofing shingle brands GAF TAMKO IKO Atlas CertainTeed price per square certified ratings
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1