Real ChatGPT answer · index seedzt6zBrRPuP0completeFinance and banking · mortgagescomparison

Is a conventional loan better than an FHA loan for a recent grad buying a fixer-upper with limited cash savings?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is a conventional loan better than an FHA loan for a recent grad buying a fixer-upper with limited cash savings?
3 real searches · 1 real-search pass
FHA 203(k) loan 2026 down payment credit score renovation requirements HUD officialGoogle ↗
OBSERVEDReason
Fannie Mae HomeStyle Renovation loan down payment renovation requirements official 2026Google ↗
OBSERVEDInstruction
FHA loan versus conventional loan mortgage insurance down payment official CFPBGoogle ↗
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 (3)
Short factOther / navigationalComparison33%ConsequenceReason33%DefinitionInstruction33%Yes / no

Classes come from the query-classifier (a local Laya model). 2 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
FHA 203(k) loan 2026 down payment credit score renovation requirements HUD official Google ↗
Fannie Mae HomeStyle Renovation loan down payment renovation requirements official 2026 Google ↗
FHA loan versus conventional loan mortgage insurance down payment official CFPB Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
FHA 203(k) loan 2026 down payment credit score renovation requirements HUD official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Fannie Mae HomeStyle Renovation loan down payment renovation requirements official 2026
OBSERVED
Google ↗
AI Mode ↗
—Instruction——1x
of 1
FHA loan versus conventional loan mortgage insurance down payment official CFPB
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1