My credit card bills are becoming impossible to manage on my salary, what are the top five personal loans for debt relief this year?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My credit card bills are becoming impossible to manage on my salary, what are the top five personal loans for debt relief this year?
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). 1 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
best personal loans for debt consolidation 2026 rates fees lenders US October 2026 Google ↗
2026 debt consolidation personal loan lenders LightStream SoFi Discover Upgrade Happy Money APR origination fees Google ↗
- Explore SoFi loans · sofi.com
- Explore Happen Bank · happen.com
- Explore Discover loans · discover.com
- Explore Upgrade loans · upgrade.com
- Explore Happy Money · happymoney.com
- Best Debt Consolidation Loans of October 2026 · nerdwallet.com
- Best Debt Consolidation Loans in October 2026 · bankrate.com
- Best Debt Consolidation Loans of September 2026 · nerdwallet.com
- National Foundation for Credit Counseling · nfcc.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best personal loans for debt consolidation 2026 rates fees lenders US October 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
2026 debt consolidation personal loan lenders LightStream SoFi Discover Upgrade Happy Money APR origination fees OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |