Real ChatGPT answer · index seedGPLVuyNPhUocompleteAutomotive · auto financing and leasinginformational
I just graduated and need a reliable car for my new job in Chicago, so can you explain how the Capital One Auto Navigator pre qualification works without hurting my credit score?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just graduated and need a reliable car for my new job in Chicago, so can you explain how the Capital One Auto Navigator pre qualification works without hurting my credit score?
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
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry official FAQ 2026 Google ↗
Capital One Auto Navigator how prequalification works official terms estimated APR monthly payment dealer financing Google ↗
- Capital One's official pre-qualification page · capitalone.com
- Frequently Asked Questions · capitalone.com
- Disclosures · capitalone.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Capital One Auto Navigator pre-qualification soft inquiry hard inquiry official FAQ 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Capital One Auto Navigator how prequalification works official terms estimated APR monthly payment dealer financing OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |