Explain how checking prequalification impact differs between soft credit inquiries and hard inquiries for lenders like Marcus, LightStream, and SoFi.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Explain how checking prequalification impact differs between soft credit inquiries and hard inquiries for lenders like Marcus, LightStream, and SoFi.
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
Marcus by Goldman Sachs personal loan prequalification soft credit inquiry hard inquiry official Google ↗
LightStream prequalification soft credit pull hard inquiry official Google ↗
SoFi personal loan prequalification soft credit check hard inquiry official Google ↗
- Soft Pull Personal Loans · experian.com
- What Soft Pull Personal Loans Are & How They Work · sofi.com
- Marcus by Goldman Sachs Personal Loan Alternatives · nerdwallet.com
- FAQs · marcus.com
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
- Eligibility & Applying for a SoFi Personal Loan · support.sofi.com
- The Basics of a SoFi Personal Loan! · support.sofi.com
- What Soft Pull Personal Loans Are and How They Work · sofi.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Marcus by Goldman Sachs personal loan prequalification soft credit inquiry hard inquiry official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LightStream prequalification soft credit pull hard inquiry official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi personal loan prequalification soft credit check hard inquiry official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |