Real ChatGPT answer · index seedghv4PsX0LDYcompleteAutomotive · auto financing and leasingcomparison
How do penfed credit union auto loan rates stack up against dealership promotional financing for retired buyers this spring?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do penfed credit union auto loan rates stack up against dealership promotional financing for retired buyers this spring?
3 real searches · 1 real-search pass
PenFed Credit Union auto loan rates October 2026 new car used car official ratesGoogle ↗
OBSERVEDOther / navigational
spring 2027 auto manufacturer promotional APR financing offers announced retired buyers incentivesGoogle ↗
OBSERVEDConsequence
auto loan retirement income proof of income lender retired borrower debt to income CFPBGoogle ↗
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
PenFed Credit Union auto loan rates October 2026 new car used car official rates Google ↗
spring 2027 auto manufacturer promotional APR financing offers announced retired buyers incentives Google ↗
auto loan retirement income proof of income lender retired borrower debt to income CFPB Google ↗
- Auto Loans New & Used Cars: Rates + Calculator · penfed.org
- PenFed Credit Union Auto Loan Rates · carrotrate.com
- Kia Manufacturer Special Offers in Charlottesville VA · flowkiacharlottesville.com
- Current Mazda Incentives & Special Offers · mazdausa.com
- Is a lender allowed to consider my age or where my income comes from when deciding whether to give me a loan? · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed Credit Union auto loan rates October 2026 new car used car official rates OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
spring 2027 auto manufacturer promotional APR financing offers announced retired buyers incentives OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
auto loan retirement income proof of income lender retired borrower debt to income CFPB OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |