Real ChatGPT answer · index seed4SZB2LMlreYcompleteHome services and improvement · roofingcommercial

Can you find the top rated roofing contractors in my area who specialize in CertainTeed Landmark shingle quality installations for older homes

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you find the top rated roofing contractors in my area who specialize in CertainTeed Landmark shingle quality installations for older homes
1 real search · 1 real-search pass
Lakeland Florida CertainTeed Landmark shingle roofing contractors older homes reviews certificationsGoogle ↗
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
Lakeland Florida CertainTeed Landmark shingle roofing contractors older homes reviews certifications Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Lakeland Florida CertainTeed Landmark shingle roofing contractors older homes reviews certifications
OBSERVED
Google ↗
AI Mode ↗
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