Real ChatGPT answer · index seedIOGkbb4ZDGscompleteReal estate · moving and relocationcommercial

What should a complete beginner know about getting a mortgage pre approval letter from a local credit union versus an online lender

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What should a complete beginner know about getting a mortgage pre approval letter from a local credit union versus an online lender
3 real searches · 1 real-search pass
CFPB mortgage preapproval shop lenders loan estimate credit inquiries mortgage shopping 45 daysGoogle ↗
OBSERVEDConsequence
NCUA credit union mortgage loans member benefits mortgage lending consumer guidanceGoogle ↗
OBSERVEDReason
Freddie Mac mortgage preapproval documents needed preapproval letterGoogle ↗
OBSERVEDShort fact

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 fact33%Other / navigationalComparisonConsequence33%Reason33%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
CFPB mortgage preapproval shop lenders loan estimate credit inquiries mortgage shopping 45 days Google ↗
NCUA credit union mortgage loans member benefits mortgage lending consumer guidance Google ↗
Freddie Mac mortgage preapproval documents needed preapproval letter Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB mortgage preapproval shop lenders loan estimate credit inquiries mortgage shopping 45 days
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
NCUA credit union mortgage loans member benefits mortgage lending consumer guidance
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Freddie Mac mortgage preapproval documents needed preapproval letter
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1