Real ChatGPT answer · index seedAQ9xGOYszZYcompleteFinance and banking · mortgagescommercial

How much does my debt to income ratio improve in the eyes of a loan officer if I get my federal student loans on an income driven repayment plan?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does my debt to income ratio improve in the eyes of a loan officer if I get my federal student loans on an income driven repayment plan?
1 real search · 1 real-search pass
2026 mortgage underwriting student loans income driven repayment plan Fannie Mae Freddie Mac FHA 0.5 percent payment rulesGoogle ↗
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 (1)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT1 real searches · gpt-6
2026 mortgage underwriting student loans income driven repayment plan Fannie Mae Freddie Mac FHA 0.5 percent payment rules Google ↗
  1. Monthly Debt Obligations · selling-guide.fanniemae.com
  2. Monthly Debt-to-Income Ratio · api.homebuyer.com
  3. Buying a House With Student Loan Debt: What Lenders Count · tomo.com

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 mortgage underwriting student loans income driven repayment plan Fannie Mae Freddie Mac FHA 0.5 percent payment rules
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1