Real ChatGPT answer · index seedjkvGQuYWELEcompleteFinance and banking · student loanshowto

I want to see if refinancing my remaining parent PLUS loans through Earnest will lower my monthly burden. Can you walk me through how to check my rates without hurting my credit score?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I want to see if refinancing my remaining parent PLUS loans through Earnest will lower my monthly burden. Can you walk me through how to check my rates without hurting my credit score?
2 real searches · 1 real-search pass
Earnest student loan refinancing soft credit check rate estimate hard credit inquiry officialGoogle ↗
OBSERVED
Federal Student Aid Parent PLUS loan refinancing private lender loss federal benefits income driven repayment discharge 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
Earnest student loan refinancing soft credit check rate estimate hard credit inquiry official Google ↗
Federal Student Aid Parent PLUS loan refinancing private lender loss federal benefits income driven repayment discharge official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing soft credit check rate estimate hard credit inquiry official
OBSERVED
Google ↗
AI Mode ↗
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of 1
Federal Student Aid Parent PLUS loan refinancing private lender loss federal benefits income driven repayment discharge official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1