Which is better for a small business owner with fair credit, Prosper or Upgrade, when looking to consolidate multiple business credit card balances?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which is better for a small business owner with fair credit, Prosper or Upgrade, when looking to consolidate multiple business credit card balances?
3 real searches · 1 real-search pass
Prosper personal loan debt consolidation APR origination fee credit score minimum business use policy 2026Google ↗
OBSERVEDReason
Upgrade personal loan debt consolidation APR origination fee credit score minimum business use policy 2026Google ↗
OBSERVEDReason
Prosper vs Upgrade personal loans fair credit debt consolidation business credit card balancesGoogle ↗
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
Prosper personal loan debt consolidation APR origination fee credit score minimum business use policy 2026 Google ↗
Upgrade personal loan debt consolidation APR origination fee credit score minimum business use policy 2026 Google ↗
Prosper vs Upgrade personal loans fair credit debt consolidation business credit card balances Google ↗
- Personal Loans - Apply online for a low rate loan through Prosper · prosper.com
- Personal Loan: Are there any fees? · upgrade.com
- Debt Consolidation Loans - Low Fixed Rate · upgrade.com
- Prosper Personal Loans Review · bankrate.com
- Upgrade Personal Loans Review · bankrate.com
- Which cards or loans can I pay off directly with my new loan? · upgrade.com
- Personal Loan: What are the different uses for a personal loan? · upgrade.com
- Prosper Personal Loans Review · bankrate.com
- Do I have to pay anything out of pocket to obtain a loan? · help.prosper.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Prosper personal loan debt consolidation APR origination fee credit score minimum business use policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Upgrade personal loan debt consolidation APR origination fee credit score minimum business use policy 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Prosper vs Upgrade personal loans fair credit debt consolidation business credit card balances OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |