Real ChatGPT answer · index seedsh8zwmSVPoIcompleteFinance and banking · mortgagescomparison

Weighing the benefits of state specific down payment assistance programs against standard seller concessions in today's housing market for a first-time homebuyer

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

The searches the AI actually ran for this prompt.

SEED QUERY
Weighing the benefits of state specific down payment assistance programs against standard seller concessions in today's housing market for a first-time homebuyer
4 real searches · 1 real-search pass
2026 California first time homebuyer down payment assistance CalHFA programs 2026 officialGoogle ↗
OBSERVEDReason
Fannie Mae interested party contributions seller concessions limits LTV official selling guide 2026Google ↗
OBSERVEDConsequence
Freddie Mac seller contributions maximum financing concessions official guideGoogle ↗
OBSERVEDConsequence
CFPB seller concessions home buying closing costs down payment assistance mortgage first time buyerGoogle ↗
OBSERVEDComparison

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 factOther / navigationalComparison25%Consequence50%Reason25%DefinitionInstructionYes / 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
2026 California first time homebuyer down payment assistance CalHFA programs 2026 official Google ↗
Fannie Mae interested party contributions seller concessions limits LTV official selling guide 2026 Google ↗
Freddie Mac seller contributions maximum financing concessions official guide Google ↗
CFPB seller concessions home buying closing costs down payment assistance mortgage first time buyer Google ↗
  1. Homebuyers Loan Program · calhfa.ca.gov
  2. Downpayment Assistance Program · cloud.calhfa.ca.gov
  3. Interested Party Contributions (IPCs) · selling-guide.fanniemae.com
  4. Selling Guide_4.22.2026 · singlefamily.fanniemae.com
  5. California Dream For All · cloud.calhfa.ca.gov
  6. CalHFA · calhfa.net
  7. Section 5501.6 · guide.freddiemac.com

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 California first time homebuyer down payment assistance CalHFA programs 2026 official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fannie Mae interested party contributions seller concessions limits LTV official selling guide 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Freddie Mac seller contributions maximum financing concessions official guide
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CFPB seller concessions home buying closing costs down payment assistance mortgage first time buyer
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1