Real ChatGPT answer · index seedPkiUFnQsSggcompleteHome services and improvement · contractors and remodelingcomparison

Evaluate Owens Corning TruDefinition Duration shingles against GAF Timberline HDZ for a low-slope roof repair in the Pacific Northwest climate.

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate Owens Corning TruDefinition Duration shingles against GAF Timberline HDZ for a low-slope roof repair in the Pacific Northwest climate.
1 real search · 1 real-search pass
Owens Corning TruDefinition Duration vs GAF Timberline HDZ official specifications low slope minimum roof slope 2:12 Pacific Northwest installation wind algae warrantyGoogle ↗
OBSERVEDConsequence

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 / navigationalComparisonConsequence100%ReasonDefinitionInstructionYes / 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 TruDefinition Duration vs GAF Timberline HDZ official specifications low slope minimum roof slope 2:12 Pacific Northwest installation wind algae warranty Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Owens Corning TruDefinition Duration vs GAF Timberline HDZ official specifications low slope minimum roof slope 2:12 Pacific Northwest installation wind algae warranty
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1