Real ChatGPT answer · index seedzLNC0GIZU7AcompleteFinance and banking · credit scores and repairinformational
What are the precise underwriting thresholds for bad credit personal loan approvals among top fintech lenders when the applicant has a stable six-figure income and a 580 FICO?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the precise underwriting thresholds for bad credit personal loan approvals among top fintech lenders when the applicant has a stable six-figure income and a 580 FICO?
6 real searches · 1 real-search pass
2026 personal loan lender minimum credit score Upstart Avant Upgrade LendingPoint OneMain Financial Prosper official requirements 580 FICO income debt-to-incomeGoogle ↗
OBSERVEDComparison
site:upstart.com personal loans minimum credit score 2026 requirementsGoogle ↗
OBSERVEDOther / navigational
site:avant.com personal loans minimum credit score requirementsGoogle ↗
OBSERVEDOther / navigational
site:upgrade.com personal loans minimum credit score requirementsGoogle ↗
OBSERVEDOther / navigational
site:lendingpoint.com personal loans minimum credit score requirementsGoogle ↗
OBSERVEDOther / navigational
site:prosper.com personal loans minimum credit score requirementsGoogle ↗
OBSERVEDOther / navigational
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 (6)
Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
2026 personal loan lender minimum credit score Upstart Avant Upgrade LendingPoint OneMain Financial Prosper official requirements 580 FICO income debt-to-income Google ↗
site:upstart.com personal loans minimum credit score 2026 requirements Google ↗
site:avant.com personal loans minimum credit score requirements Google ↗
site:upgrade.com personal loans minimum credit score requirements Google ↗
site:lendingpoint.com personal loans minimum credit score requirements Google ↗
site:prosper.com personal loans minimum credit score requirements Google ↗
- The Best Personal Loans for a Credit Score of 580 or Lower · cnbc.com
- Best Personal Loans for Bad Credit of November 2026 · cnbc.com
- Best Personal Loans for Bad Credit in October 2026: 4 Top Lenders Compared · lendingtree.com
- Prosper Personal Loan Calculator · prosper.com
- Loan Calculator · prosper.com
- Upstart · upstarthelp.upstart.com
- Loans for Bad Credit: More Ways to Qualify · upstart.com
- What is the minimum credit score for personal loans? · upstart.com
- What credit score do you need for a personal loan? · onemainfinancial.com
- Upstart — Loan eligibility: how to determine if you qualify · upstarthelp.upstart.com
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 personal loan lender minimum credit score Upstart Avant Upgrade LendingPoint OneMain Financial Prosper official requirements 580 FICO income debt-to-income OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
site:upstart.com personal loans minimum credit score 2026 requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:avant.com personal loans minimum credit score requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:upgrade.com personal loans minimum credit score requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:lendingpoint.com personal loans minimum credit score requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
site:prosper.com personal loans minimum credit score requirements OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |