Real ChatGPT answer · index seedQVUwedryUyEcompleteHome services and improvement · roofinginformational

Can you compare Owens Corning and CertainTeed architectural asphalt shingles for a house in rainy Seattle?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Owens Corning and CertainTeed architectural asphalt shingles for a house in rainy Seattle?
1 real search · 1 real-search pass
Owens Corning Duration vs CertainTeed Landmark architectural shingles warranty algae wind resistance Seattle rain installationGoogle ↗
OBSERVEDOther / navigational

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.

ChatGPT real searches (1)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
Owens Corning Duration vs CertainTeed Landmark architectural shingles warranty algae wind resistance Seattle rain installation Google ↗
  1. Owens Corning Warranty Widget · owenscorning.com
  2. Owens Corning vs. GAF vs. CertainTeed Shingles · theroofingbrief.com
  3. Landmark · totalcladdingandroofing.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning Duration vs CertainTeed Landmark architectural shingles warranty algae wind resistance Seattle rain installation
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1