Real ChatGPT answer · index seed4PxUzePI1N8completeHome services and improvement · roofingcomparison
Is CertainTeed Landmark shingle quality worth the higher price tag compared to budget brands when you plan to live in the house for another fifteen years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is CertainTeed Landmark shingle quality worth the higher price tag compared to budget brands when you plan to live in the house for another fifteen years?
1 real search · 1 real-search pass
CertainTeed Landmark shingles official specifications warranty wind resistance algae resistance compared Owens Corning Duration IKO CambridgeGoogle ↗
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 Landmark shingles official specifications warranty wind resistance algae resistance compared Owens Corning Duration IKO Cambridge Google ↗
- Landmark® · certainteed.com
- Landmark® ClimateFlex® · certainteed.com
- Landmark Shingles · buildsite.com