Real ChatGPT answer · index seedNOeURdaFHi0completeHome services and improvement · roofinginformational

Hey can you tell me if CertainTeed Landmark shingles are actually worth the extra money compared to the basic three tab ones for my rental house

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

The searches the AI actually ran for this prompt.

SEED QUERY
Hey can you tell me if CertainTeed Landmark shingles are actually worth the extra money compared to the basic three tab ones for my rental house
1 real search · 1 real-search pass
CertainTeed Landmark shingles official specifications warranty wind rating three tab comparison cost lifespan rental propertyGoogle ↗
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 rating three tab comparison cost lifespan rental property Google ↗
  1. Landmark · certainteed.com
  2. Landmark® · certainteed.com
  3. Landmark Shingles · buildsite.com
  4. CertainTeed · allstarroofsystems.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles official specifications warranty wind rating three tab comparison cost lifespan rental property
OBSERVED
Google ↗
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