Real ChatGPT answer · index seed3LSxPhbqqYUcompleteReal estate · buying a homelocal

Help me calculate the debt-to-income ratio limits for FHA loans versus conventional loans when purchasing a property in New Braunfels.

ChatGPTgpt-65 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Help me calculate the debt-to-income ratio limits for FHA loans versus conventional loans when purchasing a property in New Braunfels.
5 real searches · 1 real-search pass
2026 FHA loan debt-to-income ratio limits TOTAL Scorecard manual underwriting HUD handbook 4000.1 31 43 56.9 2026Google ↗
OBSERVEDReason
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter selling guideGoogle ↗
OBSERVEDReason
Freddie Mac debt-to-income ratio maximum 50% 2026 selling guideGoogle ↗
OBSERVEDReason
2026 FHA loan debt-to-income ratios manual underwriting 31 43 TOTAL Scorecard official HUD handbook 4000.1Google ↗
OBSERVEDInstruction
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter manual underwriting 36 45 official Selling GuideGoogle ↗
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 (5)
Short factOther / navigationalComparisonConsequenceReason80%DefinitionInstruction20%Yes / no

Classes come from the query-classifier (a local Laya model). 5 of 5 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT5 real searches · gpt-6
2026 FHA loan debt-to-income ratio limits TOTAL Scorecard manual underwriting HUD handbook 4000.1 31 43 56.9 2026 Google ↗
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter selling guide Google ↗
Freddie Mac debt-to-income ratio maximum 50% 2026 selling guide Google ↗
2026 FHA loan debt-to-income ratios manual underwriting 31 43 TOTAL Scorecard official HUD handbook 4000.1 Google ↗
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter manual underwriting 36 45 official Selling Guide Google ↗

Queries

5 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 FHA loan debt-to-income ratio limits TOTAL Scorecard manual underwriting HUD handbook 4000.1 31 43 56.9 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter selling guide
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Freddie Mac debt-to-income ratio maximum 50% 2026 selling guide
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
2026 FHA loan debt-to-income ratios manual underwriting 31 43 TOTAL Scorecard official HUD handbook 4000.1
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
2026 Fannie Mae debt-to-income ratio maximum 50 percent Desktop Underwriter manual underwriting 36 45 official Selling Guide
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1