Real ChatGPT answer · index seediZdrWk5y2ZkcompleteAutomotive · auto financing and leasingcommercial
What information does Ford Credit look at the most during their pre approval process for someone who has never financed a car before?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What information does Ford Credit look at the most during their pre approval process for someone who has never financed a car before?
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
Ford Credit preapproval what information considered credit application income employment debt credit history official Google ↗
Ford Credit financing application credit score income debt-to-income first time car buyer official Ford Google ↗
- Ford's official First-Time Buyer Program · ford.com
- sec.gov · sec.gov
- sec.gov · sec.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford Credit preapproval what information considered credit application income employment debt credit history official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ford Credit financing application credit score income debt-to-income first time car buyer official Ford OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |