Real ChatGPT answer · index seedt0A1EpdXxZ0completeAutomotive · auto financing and leasingcommercial
Is it smarter for a recent grad with limited credit to lease an affordable SUV or buy a certified pre-owned sedan that will last ten years?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter for a recent grad with limited credit to lease an affordable SUV or buy a certified pre-owned sedan that will last ten years?
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
certified pre-owned car buying warranty inspection financing limited credit lease vs buy consumer advice CFPB FTC Google ↗
used car loan shopping preapproval total cost lease mileage fees consumer advice CFPB Google ↗
- Financing or Leasing a Car · consumer.ftc.gov
- What should I know before I shop for a car or auto loan? · consumerfinance.gov
- Buying a Used Car From a Dealer · consumer.ftc.gov
- How will shopping for an auto loan affect my credit? · consumerfinance.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
certified pre-owned car buying warranty inspection financing limited credit lease vs buy consumer advice CFPB FTC OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
used car loan shopping preapproval total cost lease mileage fees consumer advice CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |