Real ChatGPT answer · index seed6dyhWwTg4docompleteAutomotive · auto financing and leasingcomparison
Is dealer financing versus outside bank loans a bigger factor in the final out the door price when negotiating a three row SUV for our growing family
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is dealer financing versus outside bank loans a bigger factor in the final out the door price when negotiating a three row SUV for our growing family
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
FTC car buying negotiate vehicle price financing dealer add-ons out the door price auto loan preapproval CFPB Google ↗
manufacturer promotional APR versus cash rebate auto financing negotiate price dealer financing guidance Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- What factors into the price of a car or vehicle? · consumerfinance.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC car buying negotiate vehicle price financing dealer add-ons out the door price auto loan preapproval CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
manufacturer promotional APR versus cash rebate auto financing negotiate price dealer financing guidance OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |