Real ChatGPT answer · index seedF1wgi5E9RGQcompleteAutomotive · auto financing and leasingcomparison
Are zero down payment car offers actually a trap or can I sign one this afternoon without ruining my financial future?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are zero down payment car offers actually a trap or can I sign one this afternoon without ruining my financial future?
3 real searches · 1 real-search pass
CFPB auto loan shopping monthly payment loan term total cost negative equity add-ons consumer adviceGoogle ↗
OBSERVEDComparison
FTC car buying financing dealer add-ons loan contract out the door price consumer adviceGoogle ↗
OBSERVEDOther / navigational
zero down payment auto loan risks negative equity total loan cost CFPB FTC consumer adviceGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
CFPB auto loan shopping monthly payment loan term total cost negative equity add-ons consumer advice Google ↗
FTC car buying financing dealer add-ons loan contract out the door price consumer advice Google ↗
zero down payment auto loan risks negative equity total loan cost CFPB FTC consumer advice Google ↗
- Car Dealer Ads and Promotions: Know Before You Go · consumer.ftc.gov
- What should I know before I shop for a car or auto loan? · consumerfinance.gov
- How do I compare auto loan offers? · consumerfinance.gov
- Auto loan answers · consumerfinance.gov
- Understanding Car Add-ons - Consumer Tips · ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Getting a Car Loan · consumer.gov
- Can the dealer increase the interest rate after I drive the vehicle home? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CFPB auto loan shopping monthly payment loan term total cost negative equity add-ons consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
FTC car buying financing dealer add-ons loan contract out the door price consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
zero down payment auto loan risks negative equity total loan cost CFPB FTC consumer advice OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |