Real ChatGPT answer · index seedWjiLhsSBCVAcompleteAutomotive · car reliability and safetyinformational
What are the trade-offs between third-party extended vehicle service contracts and manufacturer-backed certified pre-owned warranties regarding claim approval processes
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the trade-offs between third-party extended vehicle service contracts and manufacturer-backed certified pre-owned warranties regarding claim approval processes
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
third-party vehicle service contract claims preauthorization denial maintenance records consumer guidance state insurance regulator Google ↗
manufacturer certified pre-owned warranty claims process dealership warranty coverage FTC vehicle service contracts Google ↗
- Auto Warranties and Auto Service Contracts · consumer.ftc.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
- Guide to Automobile Service Contracts, Extended Warranties and Other Repair Agreements · insurance.ca.gov
- Motor Vehicle Service Contract Offers · ag.state.mn.us
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
third-party vehicle service contract claims preauthorization denial maintenance records consumer guidance state insurance regulator OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
manufacturer certified pre-owned warranty claims process dealership warranty coverage FTC vehicle service contracts OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |