are extended warranties from third party companies better than the ones offered directly by the manufacturer when buying a pre owned vehicle
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
are extended warranties from third party companies better than the ones offered directly by the manufacturer when buying a pre owned vehicle
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). 1 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
manufacturer-backed extended warranty vs third party vehicle service contract used car consumer advice FTC exclusions claims repair facilities Google ↗
FTC auto warranties vehicle service contracts dealer third party warranty consumer advice Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- Extended Warranties and Service Contracts · consumer.ftc.gov
- What are the differences between a manufacturer’s warranty and an extended vehicle warranty or service contract? · consumerfinance.gov
- Auto Purchases · azag.gov
- What to know about auto service contracts and extended warranty scams · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
manufacturer-backed extended warranty vs third party vehicle service contract used car consumer advice FTC exclusions claims repair facilities OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC auto warranties vehicle service contracts dealer third party warranty consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |