How do Marcus and LightStream compare when borrowing thirty thousand dollars for a business vehicle upgrade using an unsecured signature loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do Marcus and LightStream compare when borrowing thirty thousand dollars for a business vehicle upgrade using an unsecured signature loan?
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
Marcus personal loans 2026 availability loan terms business use restrictions official Google ↗
LightStream personal loan rates terms business use vehicle purchase business purpose restrictions official 2026 Google ↗
- Marcus by Goldman Sachs Personal Loan Alternatives · nerdwallet.com
- Marcus Loan September 2026 Review · bills.com
- FAQ · lightstream.com
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
- Unsecured Private Party Auto Loan · truist.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Marcus personal loans 2026 availability loan terms business use restrictions official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LightStream personal loan rates terms business use vehicle purchase business purpose restrictions official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |