Real ChatGPT answer · index seedIkjRXfSseZMcompleteHome services and improvement · roofingcommercial

Why are some roofers pushing CertainTeed shingles over GAF this year, and is the warranty difference actually worth paying a bit more?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why are some roofers pushing CertainTeed shingles over GAF this year, and is the warranty difference actually worth paying a bit more?
1 real search · 1 real-search pass
CertainTeed vs GAF asphalt shingles 2026 warranty comparison SureStart coverage enhanced warranties contractor certification transferabilityGoogle ↗
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
CertainTeed vs GAF asphalt shingles 2026 warranty comparison SureStart coverage enhanced warranties contractor certification transferability Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed vs GAF asphalt shingles 2026 warranty comparison SureStart coverage enhanced warranties contractor certification transferability
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1