Real ChatGPT answer · index seedZ0Jsi8s6bDgcompleteAutomotive · auto financing and leasingcommercial
Are there any hidden catches when using the Ford Credit pre approval process online that could unexpectedly hurt my credit score?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any hidden catches when using the Ford Credit pre approval process online that could unexpectedly hurt my credit score?
3 real searches · 1 real-search pass
Ford Credit online preapproval soft inquiry hard inquiry does prequalification affect credit score officialGoogle ↗
OBSERVEDReason
Ford Credit preapproval application credit check terms privacy credit bureau inquiryGoogle ↗
OBSERVEDOther / navigational
Ford Credit online pre-approval process does it affect credit score FAQGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Ford Credit online preapproval soft inquiry hard inquiry does prequalification affect credit score official Google ↗
Ford Credit preapproval application credit check terms privacy credit bureau inquiry Google ↗
Ford Credit online pre-approval process does it affect credit score FAQ Google ↗
- Prequalify · ford.com
- ford.com · ford.com
- What is a credit inquiry? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Ford Credit online preapproval soft inquiry hard inquiry does prequalification affect credit score official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Ford Credit preapproval application credit check terms privacy credit bureau inquiry OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Ford Credit online pre-approval process does it affect credit score FAQ OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |