I have three high interest credit cards and I need help deciding if SoFi or LightStream is better for consolidating credit card debt without hidden fees.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have three high interest credit cards and I need help deciding if SoFi or LightStream is better for consolidating credit card debt without hidden fees.
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
SoFi personal loan fees origination fee prepayment penalty late fee 2026 official Google ↗
LightStream personal loan fees origination fee prepayment penalty late fee 2026 official Google ↗
SoFi vs LightStream debt consolidation personal loan APR fees 2026 Google ↗
- The Basics of a SoFi Personal Loan! · support.sofi.com
- Debt Consolidation Loan: Fixed Rates and No Fees · truist.com
- LightStream vs. SoFi Personal Loans: Which One Is Right for You? · cnbc.com
- Rates and Terms · sofi.com
- SoFi personal loans · sofi.com
- LightStream Personal Loans Review: Low APRs, No Fees · cnbc.com
- LightStream vs. SoFi Personal Loans, October 2026 · credible.com
- Truist / LightStream debt consolidation · truist.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SoFi personal loan fees origination fee prepayment penalty late fee 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
LightStream personal loan fees origination fee prepayment penalty late fee 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SoFi vs LightStream debt consolidation personal loan APR fees 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |