How does negative equity roll over into a new car loan and why do financial advisors warn young people against doing it?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does negative equity roll over into a new car loan and why do financial advisors warn young people against doing it?
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 negative equity trade in auto loan rollover risks consumer advice Google ↗
FTC negative equity trade in car loan consumer advice Google ↗
- Negative Equity Findings from the Auto Finance Data Pilot · consumerfinance.gov
- Negative Equity in Auto Lending · files.consumerfinance.gov
- Auto Trade-Ins and Negative Equity: When You Owe More than Your Car is Worth · consumer.ftc.gov
- Should I trade in my car if it’s not paid off? · consumerfinance.gov
Queries
2 queries · click a column to sort