We are trying to get our household finances under control so which lender currently offers the best personal loan terms for a middle class family
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We are trying to get our household finances under control so which lender currently offers the best personal loan terms for a middle class family
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 October 2026 APR rates fees lenders US current Google ↗
personal loan lenders official APR origination fee terms LightStream SoFi Discover PenFed Upgrade 2026 Google ↗
- Best Personal Loan Rates for October 2026 · bankrate.com
- Average Personal Loan Interest Rates for October 2026 · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best personal loans October 2026 APR rates fees lenders US current OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
personal loan lenders official APR origination fee terms LightStream SoFi Discover PenFed Upgrade 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |