Real ChatGPT answer · index seedv7KcbnToxnAcompleteFinance and banking · credit cardsinformational

What is the difference between a hard pull and a soft pull when checking for credit card pre approval online today?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between a hard pull and a soft pull when checking for credit card pre approval online today?
2 real searches · 1 real-search pass
2026 credit card preapproval soft inquiry hard inquiry CFPB official explanationGoogle ↗
OBSERVED
credit card preapproval does not guarantee approval soft inquiry issuer officialGoogle ↗
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 credit card preapproval soft inquiry hard inquiry CFPB official explanation Google ↗
credit card preapproval does not guarantee approval soft inquiry issuer official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 credit card preapproval soft inquiry hard inquiry CFPB official explanation
OBSERVED
Google ↗
AI Mode ↗
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of 1
credit card preapproval does not guarantee approval soft inquiry issuer official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1