Real ChatGPT answer · index seedpiyRbacEYUgcompleteAutomotive · car repair and maintenancecomparison

Is a dealership service department better than an independent local garage for routine maintenance on my retired budget

ChatGPTgpt-61 query11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a dealership service department better than an independent local garage for routine maintenance on my retired budget
1 real search · 1 real-search pass
FTC advice choosing auto repair shop written estimate routine maintenance independent repair shop dealership warranty Magnuson Moss ActGoogle ↗
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
FTC advice choosing auto repair shop written estimate routine maintenance independent repair shop dealership warranty Magnuson Moss Act Google ↗
  1. Auto Repair Basics · consumer.ftc.gov

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC advice choosing auto repair shop written estimate routine maintenance independent repair shop dealership warranty Magnuson Moss Act
OBSERVED
Google ↗
AI Mode ↗
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