Compare the current interest rates and loan terms for refinancing an auto loan through PenFed Credit Union versus LightStream for a luxury vehicle purchase.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare the current interest rates and loan terms for refinancing an auto loan through PenFed Credit Union versus LightStream for a luxury vehicle purchase.
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
PenFed Credit Union auto refinance rates terms 2026 official APR used vehicle refinance maximum loan term fees Google ↗
LightStream auto refinance rates terms 2026 official APR refinance auto loan Google ↗
- PenFed Credit Union Auto Loan Rates · carrotrate.com
- Best Auto Refinance Loans of November 2026| CNBC Select · cnbc.com
- FAQ · lightstream.com
- Best Auto Loan Rates and Financing of November 2026 · cnbc.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed Credit Union auto refinance rates terms 2026 official APR used vehicle refinance maximum loan term fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LightStream auto refinance rates terms 2026 official APR refinance auto loan OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |