Real ChatGPT answer · index seedzEg40nr9pDUcompleteHome services and improvement · roofinginformational

Can someone tell me if CertainTeed Landmark shingles are actually worth the extra money compared to standard three-tab shingles, because I need to approve my contractor quote this morning?

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can someone tell me if CertainTeed Landmark shingles are actually worth the extra money compared to standard three-tab shingles, because I need to approve my contractor quote this morning?
1 real search · 1 real-search pass
CertainTeed Landmark shingles official product specifications warranty wind resistance three tab comparison 2026Google ↗
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 product specifications warranty wind resistance three tab comparison 2026 Google ↗
  1. Landmark® · certainteed.com
  2. Landmark · certainteed.com
  3. My Roof Warranty: What It Is and What It Covers · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles official product specifications warranty wind resistance three tab comparison 2026
OBSERVED
Google ↗
AI Mode ↗
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