Real ChatGPT answer · index seed29VLnhAoAMEcompleteAutomotive · auto financing and leasingcomparison
Can you compare LightStream auto loans with Capital One financing to see which offers lower monthly payments for a budget of four hundred dollars
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare LightStream auto loans with Capital One financing to see which offers lower monthly payments for a budget of four hundred dollars
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). 2 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
LightStream auto loan current APR rates terms 2026 official Google ↗
Capital One Auto Navigator financing prequalification APR terms official 2026 Google ↗
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
- LightStream Auto Loans Review 2026 · wsj.com
- Car Loan Pre-Qualification with No Credit Score Impact · capitalone.com
- New Car Loan · lightstream.com
- Auto Loan FAQ · capitalone.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream auto loan current APR rates terms 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Capital One Auto Navigator financing prequalification APR terms official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |