Real ChatGPT answer · index seedfqhcV4aHzjIcompleteAutomotive · car reliability and safetybrand

My budget is pretty tight as a recent grad, so are third-party extended auto warranties actually worth buying for a used commuter car or is it a scam?

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
My budget is pretty tight as a recent grad, so are third-party extended auto warranties actually worth buying for a used commuter car or is it a scam?
2 real searches · 1 real-search pass
FTC consumer advice extended auto warranties vehicle service contracts exclusions claims used carGoogle ↗
OBSERVED
Consumer Reports are extended car warranties worth it used car service contract adviceGoogle ↗
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 consumer advice extended auto warranties vehicle service contracts exclusions claims used car Google ↗
Consumer Reports are extended car warranties worth it used car service contract advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC consumer advice extended auto warranties vehicle service contracts exclusions claims used car
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Consumer Reports are extended car warranties worth it used car service contract advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1