Real ChatGPT answer · index seedoSznwyhXWl0completeFinance and banking · credit scores and repaircomparison
Is VantageScore used by any major SBA lenders or do they strictly require FICO scores for startup loan approvals?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is VantageScore used by any major SBA lenders or do they strictly require FICO scores for startup loan approvals?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
SBA 7(a) lender credit score FICO VantageScore startup loan requirements lender underwriting credit score OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
SBA lender credit scoring model FICO SBSS VantageScore startup business loans OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |