Compare LightStream and SoFi for consolidating roughly forty five thousand dollars in high interest credit card debt while maintaining a debt to income ratio below thirty five percent.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare LightStream and SoFi for consolidating roughly forty five thousand dollars in high interest credit card debt while maintaining a debt to income ratio below thirty five percent.
4 real searches · 1 real-search pass
LightStream personal loans current APR rates terms fees debt consolidation 2026Google ↗
OBSERVED
SoFi personal loans current APR rates terms fees debt consolidation 2026Google ↗
OBSERVED
LightStream personal loan debt consolidation credit score DTI requirements officialGoogle ↗
OBSERVED
SoFi personal loan debt consolidation DTI requirements officialGoogle ↗
OBSERVED
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 4 queries…
Searches and sources
ChatGPT4 real searches · gpt-6
LightStream personal loans current APR rates terms fees debt consolidation 2026 Google ↗
SoFi personal loans current APR rates terms fees debt consolidation 2026 Google ↗
LightStream personal loan debt consolidation credit score DTI requirements official Google ↗
SoFi personal loan debt consolidation DTI requirements official Google ↗
- LightStream Personal Loan Review 2026 · wsj.com
- Rates and Terms · sofi.com
- Consumer Loans · lightstream.com
- LightStream 2026 Personal Loan Review · nerdwallet.com
- SoFi vs. LightStream Personal Loans: Rates, Fees and Terms Compared · finmilo.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream personal loans current APR rates terms fees debt consolidation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi personal loans current APR rates terms fees debt consolidation 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LightStream personal loan debt consolidation credit score DTI requirements official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi personal loan debt consolidation DTI requirements official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |