Real ChatGPT answer · index seedDykN2OVK4MIcompleteAutomotive · auto financing and leasingcomparison
Is penfed credit union better than capital one for financing a used sedan on an entry level salary?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is penfed credit union better than capital one for financing a used sedan on an entry level salary?
3 real searches · 1 real-search pass
PenFed Credit Union used car loan rates 2026 used auto loan terms officialGoogle ↗
OBSERVEDOther / navigational
Capital One Auto Navigator used car financing prequalification rates official 2026Google ↗
OBSERVEDOther / navigational
CFPB auto loan shopping compare APR total loan cost monthly paymentGoogle ↗
OBSERVEDComparison
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). 2 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
PenFed Credit Union used car loan rates 2026 used auto loan terms official Google ↗
Capital One Auto Navigator used car financing prequalification rates official 2026 Google ↗
CFPB auto loan shopping compare APR total loan cost monthly payment Google ↗
- Auto Loans New & Used Cars: Rates + Calculator · penfed.org
- Car Loan Pre-Qualification with No Credit Score Impact · capitalone.com
- PenFed Auto Loan Review · nerdwallet.com
- How do I compare auto loan offers? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed Credit Union used car loan rates 2026 used auto loan terms official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Capital One Auto Navigator used car financing prequalification rates official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
CFPB auto loan shopping compare APR total loan cost monthly payment OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |