Are there any hidden fees I should watch out for when financing a used vehicle through an online auto broker?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any hidden fees I should watch out for when financing a used vehicle through an online auto broker?
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 dealer add-on fees used car financing total price online dealer fees Google ↗
CFPB auto loan fees optional add-ons GAP extended warranty dealer financing markup prepayment penalty Google ↗
- Buying a Used Car From a Dealer · consumer.ftc.gov
- What is a Truth-in-Lending disclosure for an 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 dealer add-on fees used car financing total price online dealer fees OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
CFPB auto loan fees optional add-ons GAP extended warranty dealer financing markup prepayment penalty OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |