Real ChatGPT answer · index seedOINLqwzM35IcompleteAutomotive · auto financing and leasingcomparison
How much room do I actually have for negotiating interest rates with dealers when buying a family crossover at the end of the quarter?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How much room do I actually have for negotiating interest rates with dealers when buying a family crossover at the end of the quarter?
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). 1 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
2026 auto loan dealer financing interest rate markup dealer reserve negotiation consumer guidance CFPB Google ↗
2026 end of quarter car dealership sales incentives negotiating car price financing manufacturer incentives Google ↗
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- What are the different ways to buy or finance 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 |
|---|---|---|---|---|---|---|---|
2026 auto loan dealer financing interest rate markup dealer reserve negotiation consumer guidance CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
2026 end of quarter car dealership sales incentives negotiating car price financing manufacturer incentives OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |