Real ChatGPT answer · index seedJemqrwmCSngcompleteHome services and improvement · roofinginformational

My son thinks we should upgrade to CertainTeed Landmark Pro shingles, but I want to know if the extra cost is actually worth it for a retired couple.

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

The searches the AI actually ran for this prompt.

SEED QUERY
My son thinks we should upgrade to CertainTeed Landmark Pro shingles, but I want to know if the extra cost is actually worth it for a retired couple.
1 real search · 1 real-search pass
CertainTeed Landmark vs Landmark Pro official specifications warranty Max Def wind resistance 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 vs Landmark Pro official specifications warranty Max Def wind resistance 2026 Google ↗
  1. Landmark® PRO · certainteed.com
  2. Landmark® · certainteed.com
  3. Landmark · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark vs Landmark Pro official specifications warranty Max Def wind resistance 2026
OBSERVED
Google ↗
AI Mode ↗
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