Real ChatGPT answer · index seedZGAoEXZg278completeHome services and improvement · roofinginformational

Are CertainTeed Landmark shingle quality options worth the extra money compared to the cheapest builder grade alternatives?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are CertainTeed Landmark shingle quality options worth the extra money compared to the cheapest builder grade alternatives?
1 real search · 1 real-search pass
CertainTeed Landmark shingles specifications warranty wind resistance compared to 3-tab builder grade asphalt shingles; CertainTeed Landmark vs budget architectural shinglesGoogle ↗
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 specifications warranty wind resistance compared to 3-tab builder grade asphalt shingles; CertainTeed Landmark vs budget architectural shingles Google ↗
  1. CertainTeed Technical Data Sheet · tulsapreservationcommission.org
  2. Landmark Shingles · buildsite.com
  3. Product Catalog - 1CertainTeed - Roofing Selection Guide · buildsite.com
  4. CertainTeed Technical Data Sheet · cityofandersonsc.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles specifications warranty wind resistance compared to 3-tab builder grade asphalt shingles; CertainTeed Landmark vs budget architectural shingles
OBSERVED
Google ↗
AI Mode ↗
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