Real ChatGPT answer · index seedHLBZeoPQRL4completeAutomotive · auto financing and leasinginformational
How does the standard gap insurance cost on a car lease through captive lenders compare to adding loan-to-value coverage on a direct bank loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the standard gap insurance cost on a car lease through captive lenders compare to adding loan-to-value coverage on a direct bank loan?
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
captive auto lease GAP waiver included cost lender lease GAP insurance fee bank auto loan loan-to-value coverage cost pricing Google ↗
auto loan loan-to-value protection coverage cost LTV protection bank loan GAP insurance cost dealer add-on Google ↗
- Microsoft Word · files.consumerfinance.gov
- Is GAP Insurance Necessary? · penfed.org
- Guaranteed Asset Protection (GAP) · employeeinfo.navyfederal.org
- Gap Insurance Through a Dealership · progressive.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
captive auto lease GAP waiver included cost lender lease GAP insurance fee bank auto loan loan-to-value coverage cost pricing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
auto loan loan-to-value protection coverage cost LTV protection bank loan GAP insurance cost dealer add-on OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |