How do penfed auto loan rates compare to capital one or lightstream right now for a forty thousand dollar used car purchase?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do penfed auto loan rates compare to capital one or lightstream right now for a forty thousand dollar used car purchase?
3 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 (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 used auto loan rates October 2026 official used car APR Google ↗
Capital One Auto Navigator used car loan APR rates official 2026 Google ↗
LightStream used car loan rates APR official 2026 Google ↗
- Car Buying Service Online: Finance New & Used Cars · penfed.org
- Auto Loan Rates · capitalone.com
- PenFed Credit Union Auto Loan Rates · carrotrate.com
- LightStream Auto Loans Review 2026 · wsj.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
PenFed Credit Union used auto loan rates October 2026 official used car APR OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Capital One Auto Navigator used car loan APR rates official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LightStream used car loan rates APR official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |