Compare LightStream and Prosper personal loans to see which one offers lower rates for consolidating high interest credit cards on a budget
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare LightStream and Prosper personal loans to see which one offers lower rates for consolidating high interest credit cards on a budget
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). 2 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
LightStream personal loan APR debt consolidation rates fees 2026 official Google ↗
Prosper personal loan APR debt consolidation rates fees 2026 official Google ↗
- LightStream Personal Loans Review: Low APRs, No Fees · cnbc.com
- Consumer Loans · lightstream.com
- Debt Consolidation Loans | Simplify Your Finances · prosper.com
- Do I have to pay anything out of pocket to obtain a loan? · help.prosper.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
LightStream personal loan APR debt consolidation rates fees 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Prosper personal loan APR debt consolidation rates fees 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |