Real ChatGPT answer · index seedCIeei35YFAwcompleteFinance and banking · personal loanscommercial

How much does my credit score need to improve before I can qualify for a significantly lower rate on a debt consolidation loan

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How much does my credit score need to improve before I can qualify for a significantly lower rate on a debt consolidation loan
2 real searches · 1 real-search pass
2026 personal loan APR by credit score debt consolidation loan lender rate tiers FICOGoogle ↗
OBSERVED
CFPB personal loan interest rates credit score compare offers debt consolidationGoogle ↗
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
2026 personal loan APR by credit score debt consolidation loan lender rate tiers FICO Google ↗
CFPB personal loan interest rates credit score compare offers debt consolidation Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 personal loan APR by credit score debt consolidation loan lender rate tiers FICO
OBSERVED
Google ↗
AI Mode ↗
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of 1
CFPB personal loan interest rates credit score compare offers debt consolidation
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1