Real ChatGPT answer · index seedW1RkZrTDzq0completeHome services and improvement · contractors and remodelinglocal

Can you recommend top rated local contractors who specialize in cabinet refacing versus full replacement near Roseville California?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you recommend top rated local contractors who specialize in cabinet refacing versus full replacement near Roseville California?
1 real search · 1 real-search pass
Roseville CA cabinet refacing contractors reviews cabinet replacement companiesGoogle ↗
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
Roseville CA cabinet refacing contractors reviews cabinet replacement companies Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Roseville CA cabinet refacing contractors reviews cabinet replacement companies
OBSERVED
Google ↗
AI Mode ↗
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