Real ChatGPT answer · index seeddpIErrMpjJAcompleteFinance and banking · credit scores and repairbrand

We need to apply for a bad credit car loan soon because our minivan broke down, so what are my approval odds with Credit Karma recommendations right now?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
We need to apply for a bad credit car loan soon because our minivan broke down, so what are my approval odds with Credit Karma recommendations right now?
2 real searches · 1 real-search pass
Credit Karma auto loans approval odds recommendations how lenders evaluate borrowers 2026Google ↗
OBSERVED
Credit Karma auto loan approval odds recommendations prequalified approval not guarantee hard inquiry 2026Google ↗
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
Credit Karma auto loans approval odds recommendations how lenders evaluate borrowers 2026 Google ↗
Credit Karma auto loan approval odds recommendations prequalified approval not guarantee hard inquiry 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Credit Karma auto loans approval odds recommendations how lenders evaluate borrowers 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Credit Karma auto loan approval odds recommendations prequalified approval not guarantee hard inquiry 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1