Real ChatGPT answer · index seed07EskaQu4zIcompleteFinance and banking · student loanscommercial

How do I calculate if refinancing my federal student loans into a private loan with Earnest is a huge mistake

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do I calculate if refinancing my federal student loans into a private loan with Earnest is a huge mistake
2 real searches · 1 real-search pass
Earnest student loan refinancing federal loans lose federal benefits official terms fixed variable rates repayment optionsGoogle ↗
OBSERVED
Federal Student Aid income-driven repayment plans PSLF federal loan benefits refinancing private loan 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 federal loans lose federal benefits official terms fixed variable rates repayment options Google ↗
Federal Student Aid income-driven repayment plans PSLF federal loan benefits refinancing private loan official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing federal loans lose federal benefits official terms fixed variable rates repayment options
OBSERVED
Google ↗
AI Mode ↗
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of 1
Federal Student Aid income-driven repayment plans PSLF federal loan benefits refinancing private loan official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1