Real ChatGPT answer · index seedXmvl3ymyLu4completeHome services and improvement · roofinginformational

We are buying our first house and the inspector mentioned CertainTeed Landmark shingles, are those actually good quality or should I negotiate for an upgrade?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We are buying our first house and the inspector mentioned CertainTeed Landmark shingles, are those actually good quality or should I negotiate for an upgrade?
2 real searches · 1 real-search pass
CertainTeed Landmark shingles specifications warranty wind resistance algae resistance officialGoogle ↗
OBSERVED
CertainTeed Landmark vs Landmark PRO vs NorthGate shingles comparison architectural asphalt roofing qualityGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
CertainTeed Landmark shingles specifications warranty wind resistance algae resistance official Google ↗
CertainTeed Landmark vs Landmark PRO vs NorthGate shingles comparison architectural asphalt roofing quality Google ↗
  1. Landmark · certainteed.com
  2. Landmark Shingles · buildsite.com
  3. Landmark Shingles · buildsite.com
  4. Lifetime Residential Warranties · ct3.homeservicesites.com
  5. official warranty information · certainteed.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed Landmark shingles specifications warranty wind resistance algae resistance official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CertainTeed Landmark vs Landmark PRO vs NorthGate shingles comparison architectural asphalt roofing quality
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1