Real ChatGPT answer · index seed9buZ1LBzczUcompleteFinance and banking · personal loansinformational

How do debt consolidation loans impact your credit score in the short term versus the long term when you are trying to budget better?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do debt consolidation loans impact your credit score in the short term versus the long term when you are trying to budget better?
2 real searches · 1 real-search pass
CFPB debt consolidation personal loan credit score hard inquiry credit utilization debt managementGoogle ↗
OBSERVED
FICO amounts owed payment history credit score factors credit utilization personal loanGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
CFPB debt consolidation personal loan credit score hard inquiry credit utilization debt management Google ↗
FICO amounts owed payment history credit score factors credit utilization personal loan Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
CFPB debt consolidation personal loan credit score hard inquiry credit utilization debt management
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
FICO amounts owed payment history credit score factors credit utilization personal loan
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1