What is the safest way to handle a trade in with a negative balance when I am upgrading from my college beater to a safer commuter car?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the safest way to handle a trade in with a negative balance when I am upgrading from my college beater to a safer commuter car?
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 auto trade-in rolling negative equity consumer advice Google ↗
FTC buying a car trade-in negative equity financing consumer advice Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- What things can I negotiate when shopping for a car or auto loan? · consumerfinance.gov
- Vehicle Trade-Ins: Trusting a car dealer to pay off your loan can be risky business | Georgia Attorney General's Consumer Protection Division · consumer.georgia.gov
- Should I trade in my car if it’s not paid off? · consumerfinance.gov
Queries
2 queries · click a column to sort