Real ChatGPT answer · index seedwsKfwK40fe8completeFinance and banking · personal loansinformational
What methodologies do underwriters use to verify the provenance of funds designated as a down payment or reserve requirement for a personal loan?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What methodologies do underwriters use to verify the provenance of funds designated as a down payment or reserve requirement for a personal loan?
2 real searches · 1 real-search pass
consumer loan underwriting verify source of funds down payment bank statements asset verification personal loan reserve requirementsGoogle ↗
OBSERVEDReason
lender underwriting source of funds verification bank statements large deposits anti money laundering consumer lending guidanceGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 1 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
consumer loan underwriting verify source of funds down payment bank statements asset verification personal loan reserve requirements Google ↗
lender underwriting source of funds verification bank statements large deposits anti money laundering consumer lending guidance Google ↗
- Verification of Deposits and Assets · selling-guide.fanniemae.com
- Depository Accounts · selling-guide.fanniemae.com
- Submit documents and answer requests from the lender · consumerfinance.gov
- Fannie Mae The lender must investigate any indica · singlefamily.fanniemae.com
- Desktop Underwriter General Frequently Asked Questions · singlefamily.fanniemae.com
- DU Validation Service Frequently Asked Questions · singlefamily.fanniemae.com
- FFIEC BSA/AML Risks Associated with Money Laundering and Terrorist Financing · bsaaml.ffiec.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
consumer loan underwriting verify source of funds down payment bank statements asset verification personal loan reserve requirements OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
lender underwriting source of funds verification bank statements large deposits anti money laundering consumer lending guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |