Can you explain how to start comparing dealership interest rates so I do not get ripped off on my first new car loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you explain how to start comparing dealership interest rates so I do not get ripped off on my first new car 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
CFPB auto loan shopping preapproval compare APR loan term dealer financing add-ons consumer advice Google ↗
FTC car buying financing dealer add-ons out the door price auto loan advice Google ↗
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
- Can I negotiate a car loan interest rate with the dealer? · consumerfinance.gov
- Financing or Leasing a Car · consumer.ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB auto loan shopping preapproval compare APR loan term dealer financing add-ons consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car buying financing dealer add-ons out the door price auto loan advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |