Real ChatGPT answer · index seed29pstd2PmT0completeReal estate · housing marketsinformational

What is the maximum debt-to-income ratio lenders allow when a retiree wants to downsize into a smaller single-family home?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the maximum debt-to-income ratio lenders allow when a retiree wants to downsize into a smaller single-family home?
3 real searches · 1 real-search pass
2026 conforming mortgage maximum debt to income ratio Fannie Mae 50% Desktop Underwriter officialGoogle ↗
OBSERVED
FHA mortgage debt to income ratio automated underwriting 50% official HUDGoogle ↗
OBSERVED
VA loan debt to income ratio 41 percent residual income official VAGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 conforming mortgage maximum debt to income ratio Fannie Mae 50% Desktop Underwriter official Google ↗
FHA mortgage debt to income ratio automated underwriting 50% official HUD Google ↗
VA loan debt to income ratio 41 percent residual income official VA Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 conforming mortgage maximum debt to income ratio Fannie Mae 50% Desktop Underwriter official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FHA mortgage debt to income ratio automated underwriting 50% official HUD
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
VA loan debt to income ratio 41 percent residual income official VA
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1