Are third-party extended warranties actually worth purchasing for luxury European new cars, or should I just self-insure for potential transmission failures?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are third-party extended warranties actually worth purchasing for luxury European new cars, or should I just self-insure for potential transmission failures?
3 real searches · 1 real-search pass
third party extended car warranty exclusionary coverage transmission exclusions claims cancellation California service contract 2026Google ↗
OBSERVEDComparison
luxury European car transmission replacement cost ZF 8HP DSG PDK repair cost USGoogle ↗
OBSERVEDComparison
California vehicle service contract regulation extended warranty insurance commissioner service contractGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
third party extended car warranty exclusionary coverage transmission exclusions claims cancellation California service contract 2026 Google ↗
luxury European car transmission replacement cost ZF 8HP DSG PDK repair cost US Google ↗
California vehicle service contract regulation extended warranty insurance commissioner service contract Google ↗
- Guide to Automobile Service Contracts, Extended Warranties and Other Repair Agreements · insurance.ca.gov
- Service Contracts and Extended Warranties · dcba.lacounty.gov
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- What is an extended warranty or vehicle service contract? · consumerfinance.gov
- California Civil Code § 1794.4 (2025) :: 2025 California Code :: U.S. Codes and Statutes :: U.S. Law :: Justia · law.justia.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
third party extended car warranty exclusionary coverage transmission exclusions claims cancellation California service contract 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
luxury European car transmission replacement cost ZF 8HP DSG PDK repair cost US OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
California vehicle service contract regulation extended warranty insurance commissioner service contract OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |