I need a loan to pay for unexpected emergency car repair and I am trying to figure out if LightStream or SoFi is better for someone with fair credit.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I need a loan to pay for unexpected emergency car repair and I am trying to figure out if LightStream or SoFi is better for someone with fair credit.
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
SoFi personal loan minimum credit score fair credit prequalification soft credit check APR fees 2026 Google ↗
LightStream personal loan credit requirements fair credit minimum credit score soft credit check APR fees 2026 Google ↗
- LightStream by Truist · lightstream.com
- LightStream Stopped Accepting Loan Applications. Try These 6 Lenders Instead · cnbc.com
- Eligibility & Applying for a SoFi Personal Loan · support.sofi.com
- SoFi Personal Loans Review (October 2026) · credible.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
- How to Prequalify for a Personal Loan · sofi.com
- SoFi personal loans · sofi.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi personal loan minimum credit score fair credit prequalification soft credit check APR fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
LightStream personal loan credit requirements fair credit minimum credit score soft credit check APR fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |