Between LightStream and Prosper, which lender offers the most favorable terms for improving my credit score fast through a strategic debt consolidation plan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Between LightStream and Prosper, which lender offers the most favorable terms for improving my credit score fast through a strategic debt consolidation plan?
3 real searches · 1 real-search pass
LightStream debt consolidation loan current APR rates fees terms 2026 officialGoogle ↗
OBSERVEDConsequence
Prosper personal loan debt consolidation APR origination fee terms 2026 officialGoogle ↗
OBSERVEDComparison
LightStream vs Prosper debt consolidation credit score impact soft credit check prequalificationGoogle ↗
OBSERVEDComparison
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 (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
LightStream debt consolidation loan current APR rates fees terms 2026 official Google ↗
Prosper personal loan debt consolidation APR origination fee terms 2026 official Google ↗
LightStream vs Prosper debt consolidation credit score impact soft credit check prequalification Google ↗
- lightstream.com · lightstream.com
- Debt Consolidation Loan: Fixed Rates and No Fees · truist.com
- What are loan interest rates? · help.prosper.com
- Do I have to pay anything out of pocket to obtain a loan? · help.prosper.com
- LightStream debt consolidation loans · lightstream.com
- Prosper debt consolidation loans · prosper.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 rates fees terms 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Prosper personal loan debt consolidation APR origination fee terms 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
LightStream vs Prosper debt consolidation credit score impact soft credit check prequalification OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |