Real ChatGPT answer · index seeddxthYcd46CgcompleteFinance and banking · personal loanscommercial

What is the average debt to income ratio that major banks like LightStream look for when approving a large personal loan

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the average debt to income ratio that major banks like LightStream look for when approving a large personal loan
2 real searches · 1 real-search pass
LightStream personal loan debt to income ratio requirement DTI officialGoogle ↗
OBSERVED
major banks personal loan debt to income ratio typical requirements 36% 50% lender guidanceGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
LightStream personal loan debt to income ratio requirement DTI official Google ↗
major banks personal loan debt to income ratio typical requirements 36% 50% lender guidance Google ↗
  1. lightstream.com · lightstream.com
  2. Debt-to-Income Ratio: How to Calculate Your DTI · nerdwallet.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
LightStream personal loan debt to income ratio requirement DTI official
OBSERVED
Google ↗
AI Mode ↗
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of 1
major banks personal loan debt to income ratio typical requirements 36% 50% lender guidance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1