Real ChatGPT answer · index seed4mA2uXzGIOYcompleteFinance and banking · personal loansbrand

Why did my Upgrade personal loan pre-approval rate change after I submitted my official retirement income documentation?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Why did my Upgrade personal loan pre-approval rate change after I submitted my official retirement income documentation?
2 real searches · 1 real-search pass
Upgrade personal loans retirement income verification underwriting preapproval rate income documentation officialGoogle ↗
OBSERVEDReason
Upgrade personal loan rates how income debt-to-income credit underwriting officialGoogle ↗
OBSERVEDReason

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 (2)
Short factOther / navigationalComparisonConsequenceReason100%DefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Upgrade personal loans retirement income verification underwriting preapproval rate income documentation official Google ↗
Upgrade personal loan rates how income debt-to-income credit underwriting official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Upgrade personal loans retirement income verification underwriting preapproval rate income documentation official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Upgrade personal loan rates how income debt-to-income credit underwriting official
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1