Real ChatGPT answer · index seedvEVye3OQWTIcompleteAutomotive · car reliability and safetyinformational

Are third party extended auto warranties actually worth the money for a broke college grad buying a high mileage sedan

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are third party extended auto warranties actually worth the money for a broke college grad buying a high mileage sedan
2 real searches · 1 real-search pass
FTC extended auto warranties service contracts exclusions claims repair shop preauthorization consumer adviceGoogle ↗
OBSERVED
Consumer Reports extended car warranties third party worth it used car high mileage repair fund 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 extended auto warranties service contracts exclusions claims repair shop preauthorization consumer advice Google ↗
Consumer Reports extended car warranties third party worth it used car high mileage repair fund advice Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FTC extended auto warranties service contracts exclusions claims repair shop preauthorization consumer advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Consumer Reports extended car warranties third party worth it used car high mileage repair fund advice
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1