Real ChatGPT answer · index seedoxjm3TLRmZMcompleteHome services and improvement · roofinglocal

Where do I find certified CertainTeed shingle installers near me who can offer extended manufacturer warranties?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Where do I find certified CertainTeed shingle installers near me who can offer extended manufacturer warranties?
1 real search · 1 real-search pass
CertainTeed contractor locator ShingleMaster SELECT ShingleMaster extended warranty requirements officialGoogle ↗
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 contractor locator ShingleMaster SELECT ShingleMaster extended warranty requirements official Google ↗
  1. Construye Con Certeza · certainteed.com
  2. Roofing 101: Worry-Free Warranties · certainteed.com
  3. Roofing 101: Worry-free Warranties · certainteed.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CertainTeed contractor locator ShingleMaster SELECT ShingleMaster extended warranty requirements official
OBSERVED
Google ↗
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