Is it smarter to use LightStream or Upgrade for combining high-interest student loans and credit cards into a single fixed-rate loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter to use LightStream or Upgrade for combining high-interest student loans and credit cards into a single fixed-rate loan?
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
LightStream debt consolidation loan current APR fees 2026 official terms Google ↗
Upgrade personal loan debt consolidation APR origination fee current 2026 official terms Google ↗
Federal student loans refinancing into personal loan lose federal protections official Google ↗
- Debt Consolidation Loan · lightstream.com
- Consumer Loans · lightstream.com
- Debt Consolidation Loan: Fixed Rates and No Fees · truist.com
- Debt Consolidation Loans - Low Fixed Rate · upgrade.com
- What is an origination fee? · upgrade.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream debt consolidation loan current APR fees 2026 official terms OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Upgrade personal loan debt consolidation APR origination fee current 2026 official terms OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Federal student loans refinancing into personal loan lose federal protections official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |