We need to compare loan refinance offers from Capital One and PenFed to see which one has fewer hidden fees for paying off our family minivan early
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to compare loan refinance offers from Capital One and PenFed to see which one has fewer hidden fees for paying off our family minivan early
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). 1 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 refinance fees prepayment penalty official auto finance refinance policy Google ↗
PenFed auto loan refinance fees prepayment penalty official Google ↗
- Auto Refinancing FAQs · capitalone.com
- Frequently Asked Questions (FAQs) · penfed.org
- Refinance Car Loans: Auto Refinance Rates + Calculator · penfed.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Capital One auto refinance fees prepayment penalty official auto finance refinance policy OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
PenFed auto loan refinance fees prepayment penalty official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |