Real ChatGPT answer · index seedxZqM9trYSwccompleteReal estate · housing marketscommercial

We have a lot of student loan debt, so what is the maximum debt-to-income ratio lenders accept for a family-sized FHA loan?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We have a lot of student loan debt, so what is the maximum debt-to-income ratio lenders accept for a family-sized FHA loan?
1 real search · 1 real-search pass
2026 FHA loan maximum debt to income ratio TOTAL Scorecard manual underwriting 31 43 student loan payment 0.5 percent HUD handbook 4000.1Google ↗
OBSERVED

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Query classes

Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

Classifying 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 FHA loan maximum debt to income ratio TOTAL Scorecard manual underwriting 31 43 student loan payment 0.5 percent HUD handbook 4000.1 Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 FHA loan maximum debt to income ratio TOTAL Scorecard manual underwriting 31 43 student loan payment 0.5 percent HUD handbook 4000.1
OBSERVED
Google ↗
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