Real ChatGPT answer · index seedDzYq7LSkrxAcompleteAutomotive · car reliability and safetyinformational
Is it smart to finance an extended warranty through the dealership when buying my very first used car as a recent graduate
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smart to finance an extended warranty through the dealership when buying my very first used car as a recent graduate
2 real searches · 1 real-search pass
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.
ChatGPT real searches (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
FTC extended auto warranties used car dealer service contract financing advice Google ↗
CFPB auto loan add-ons extended warranty financing costs consumer advice Google ↗
- Am I required to purchase an extended warranty, Guaranteed Asset Protection (GAP) insurance, or credit insurance from a lender or dealer to get an auto loan? · consumerfinance.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC extended auto warranties used car dealer service contract financing advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB auto loan add-ons extended warranty financing costs consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |