Real ChatGPT answer · index seed2ywxfyd5qngcompleteAutomotive · car reliability and safetycomparison
Are third party extended car warranties actually worth the monthly payment compared to dealership plans when buying a high mileage crossover
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are third party extended car warranties actually worth the monthly payment compared to dealership plans when buying a high mileage crossover
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 consumer advice auto extended warranties vehicle service contracts exclusions preexisting conditions maintenance claims Google ↗
Consumer Reports extended car warranties dealer third party vehicle service contracts worth it high mileage car Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What to know about auto service contracts and extended warranty scams · consumer.ftc.gov
- What is an extended warranty or vehicle service contract? · consumerfinance.gov
- Is an Extended Car Warranty Worth It? · cnbc.com
- Motor Vehicle Service Agreement Overview | Consumer Services · myfloridacfo.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC consumer advice auto extended warranties vehicle service contracts exclusions preexisting conditions maintenance claims OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Consumer Reports extended car warranties dealer third party vehicle service contracts worth it high mileage car OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |