Real ChatGPT answer · index seedXzD6g6DgRDwcompleteAutomotive · car buying processlocal

Can you list the most common dealer add on packages and tell me which ones are total scams versus actually useful?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you list the most common dealer add on packages and tell me which ones are total scams versus actually useful?
2 real searches · 1 real-search pass
FTC car dealer add-ons optional products service contracts GAP insurance nitrogen paint protection consumer adviceGoogle ↗
OBSERVED
CFPB auto loan add-on products GAP insurance extended warranty dealer optional productsGoogle ↗
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
FTC car dealer add-ons optional products service contracts GAP insurance nitrogen paint protection consumer advice Google ↗
CFPB auto loan add-on products GAP insurance extended warranty dealer optional products Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC car dealer add-ons optional products service contracts GAP insurance nitrogen paint protection consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
CFPB auto loan add-on products GAP insurance extended warranty dealer optional products
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1