Real ChatGPT answer · index seedolF0Y5h4Wu4completeFinance and banking · mortgagesinformational

How do lenders calculate the allowable maximum financing concessions for interested parties on conventional versus government-backed purchase transactions?

ChatGPTgpt-64 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do lenders calculate the allowable maximum financing concessions for interested parties on conventional versus government-backed purchase transactions?
4 real searches · 1 real-search pass
Fannie Mae interested party contributions maximum 3% 6% 9% 2% sales price LTV official Selling Guide B3-4.1-02Google ↗
OBSERVEDShort fact
FHA interested party contributions 6 percent sales price official HUD handbook seller concessionsGoogle ↗
OBSERVEDConsequence
VA seller concessions 4 percent sales price official VA Lenders Handbook concessions customary closing costsGoogle ↗
OBSERVEDConsequence
USDA guaranteed loan seller contributions 6 percent sales price official handbook interested party contributionsGoogle ↗
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 (4)
Short fact25%Other / navigational25%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
Fannie Mae interested party contributions maximum 3% 6% 9% 2% sales price LTV official Selling Guide B3-4.1-02 Google ↗
FHA interested party contributions 6 percent sales price official HUD handbook seller concessions Google ↗
VA seller concessions 4 percent sales price official VA Lenders Handbook concessions customary closing costs Google ↗
USDA guaranteed loan seller contributions 6 percent sales price official handbook interested party contributions Google ↗

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Fannie Mae interested party contributions maximum 3% 6% 9% 2% sales price LTV official Selling Guide B3-4.1-02
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1
FHA interested party contributions 6 percent sales price official HUD handbook seller concessions
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
VA seller concessions 4 percent sales price official VA Lenders Handbook concessions customary closing costs
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
USDA guaranteed loan seller contributions 6 percent sales price official handbook interested party contributions
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1