Real ChatGPT answer · index seedaZvrMv67R2YcompleteFinance and banking · personal loansinformational

What kind of documentation do peer to peer lenders like Prosper require from small business owners who want to secure a loan for personal or hybrid expenses?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What kind of documentation do peer to peer lenders like Prosper require from small business owners who want to secure a loan for personal or hybrid expenses?
2 real searches · 1 real-search pass
Prosper personal loan business expenses prohibited use of funds documentation self employed income verification requirementsGoogle ↗
OBSERVEDComparison
Prosper borrower documentation income verification bank statements tax returns small business owner personal loanGoogle ↗
OBSERVEDShort fact

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)
Short fact50%Other / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no

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
Prosper personal loan business expenses prohibited use of funds documentation self employed income verification requirements Google ↗
Prosper borrower documentation income verification bank statements tax returns small business owner personal loan Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Prosper personal loan business expenses prohibited use of funds documentation self employed income verification requirements
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Prosper borrower documentation income verification bank statements tax returns small business owner personal loan
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1