Real ChatGPT answer · index seedXYBGYRxxVxocompleteHome services and improvement · roofingcomparison

Can you compare the pros and cons of Tamko Heritage shingles versus Owens Corning Duration for a house with very steep roof pitches?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the pros and cons of Tamko Heritage shingles versus Owens Corning Duration for a house with very steep roof pitches?
1 real search · 1 real-search pass
TAMKO Heritage shingles official specifications wind warranty steep slope installation Owens Corning Duration SureNail official specificationsGoogle ↗
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
TAMKO Heritage shingles official specifications wind warranty steep slope installation Owens Corning Duration SureNail official specifications Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
TAMKO Heritage shingles official specifications wind warranty steep slope installation Owens Corning Duration SureNail official specifications
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1