Real ChatGPT answer · index seedQErKyS569mEcompleteFinance and banking · credit scores and repaircomparison
What are the approval odds for an unsecured personal loan with a 580 credit score when using Upstart versus local credit unions?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the approval odds for an unsecured personal loan with a 580 credit score when using Upstart versus local credit unions?
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
Upstart personal loan minimum credit score 580 underwriting requirements official 2026 Google ↗
credit union personal loan bad credit 580 credit score underwriting secured co-signer membership official guidance Google ↗
- What is the minimum credit score for personal loans? · upstart.com
- Loans for Bad Credit: More Ways to Qualify · upstart.com
- Upstart 2026 Personal Loan Review · nerdwallet.com
- Best Credit Unions for Personal Loans in 2026 · nerdwallet.com
- Credit Scores · mycreditunion.gov
- 580 Credit Score: What Loans Can You Get? · upstart.com
- NerdWallet Best-of-Awards 2026: Personal Loans · nerdwallet.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Upstart personal loan minimum credit score 580 underwriting requirements official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
credit union personal loan bad credit 580 credit score underwriting secured co-signer membership official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |