Real ChatGPT answer · index seedNbpazTuu72YcompleteReal estate · housing marketscomparison

Can you break down using VA loan benefits versus conventional loans when buying a duplex with my army buddy?

ChatGPTgpt-63 queries11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you break down using VA loan benefits versus conventional loans when buying a duplex with my army buddy?
3 real searches · 1 real-search pass
VA joint loan two veterans unmarried non spouse entitlement guaranty occupancy duplex official VA guidanceGoogle ↗
OBSERVEDReason
VA home loan purchase 2 to 4 unit property occupancy requirement official VAGoogle ↗
OBSERVEDComparison
Fannie Mae conventional owner occupied two unit principal residence down payment loan limits 2026Google ↗
OBSERVEDOther / navigational

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 (3)
Short factOther / navigational33%Comparison33%ConsequenceReason33%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT3 real searches · gpt-6
VA joint loan two veterans unmarried non spouse entitlement guaranty occupancy duplex official VA guidance Google ↗
VA home loan purchase 2 to 4 unit property occupancy requirement official VA Google ↗
Fannie Mae conventional owner occupied two unit principal residence down payment loan limits 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
VA joint loan two veterans unmarried non spouse entitlement guaranty occupancy duplex official VA guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
VA home loan purchase 2 to 4 unit property occupancy requirement official VA
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Fannie Mae conventional owner occupied two unit principal residence down payment loan limits 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1