Real ChatGPT answer · index seedDJjYLjUJDCMcompleteAutomotive · auto financing and leasinginformational
Is it better to finance a reliable used car through my credit union or through the dealership manufacturer incentives?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to finance a reliable used car through my credit union or through the dealership manufacturer incentives?
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
credit union auto loan preapproval compare dealer financing used car APR total loan cost CFPB FTC guidance Google ↗
manufacturer certified pre-owned financing promotional APR eligibility used cars official guidance Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Am I required to get my auto loan through a dealership? · consumerfinance.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
credit union auto loan preapproval compare dealer financing used car APR total loan cost CFPB FTC guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
manufacturer certified pre-owned financing promotional APR eligibility used cars official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |