Real ChatGPT answer · index seedZYxB26kQNi0completeFinance and banking · personal loansinformational
How do lenders evaluate retirement account assets when older adults apply for a small business startup loan through online platforms like Marcus?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do lenders evaluate retirement account assets when older adults apply for a small business startup loan through online platforms like Marcus?
3 real searches · 1 real-search pass
Marcus by Goldman Sachs small business startup loans does Marcus offer business loans retirement assets underwritingGoogle ↗
OBSERVEDOther / navigational
SBA SOP retirement accounts assets loan underwriting retirement funds collateral startup loan personal assetsGoogle ↗
OBSERVEDReason
CFPB personal loan underwriting retirement account assets income assets debt to incomeGoogle ↗
OBSERVEDReason
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). 3 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
Marcus by Goldman Sachs small business startup loans does Marcus offer business loans retirement assets underwriting Google ↗
SBA SOP retirement accounts assets loan underwriting retirement funds collateral startup loan personal assets Google ↗
CFPB personal loan underwriting retirement account assets income assets debt to income Google ↗
- Consumer Financial Protection Bureau’s Official Staff Commentary on Regulation C · federalreserve.gov
- Comment for 1026.43 - Minimum Standards for Transactions Secured by a Dwelling · consumerfinance.gov
- Changes to Small Business Administration (SBA) Business Loan Program Policies in Early 2025 · everycrsreport.com
- Lender and Development Company Loan Programs · legacy.sba.gov
- Best Practices: What SBA Lenders Need to Know About the Return of the Credit Elsewhere Test in the SOP 50 10 8 · starfieldsmith.com
- C2FO and Marcus by Goldman Sachs Announce Partnership to Provide Financing to Small Businesses · prnewswire.com
- Site Terms · marcus.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Marcus by Goldman Sachs small business startup loans does Marcus offer business loans retirement assets underwriting OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
SBA SOP retirement accounts assets loan underwriting retirement funds collateral startup loan personal assets OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB personal loan underwriting retirement account assets income assets debt to income OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |