Real ChatGPT answer · index seedIuAQ1WtlReocompleteFinance and banking · student loanscomparison

Is Earnest student loan refinancing actually better than SoFi when you are trying to lower monthly payments for business cash flow reasons

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is Earnest student loan refinancing actually better than SoFi when you are trying to lower monthly payments for business cash flow reasons
3 real searches · 1 real-search pass
Earnest vs SoFi student loan refinancing compare lower monthly payments 2026Google ↗
OBSERVED
Earnest student loan refinance repayment terms monthly payment rate options autopay fees cosigner 2026Google ↗
OBSERVED
SoFi student loan refinancing repayment terms monthly payment rate options unemployment protection fees 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Earnest vs SoFi student loan refinancing compare lower monthly payments 2026 Google ↗
Earnest student loan refinance repayment terms monthly payment rate options autopay fees cosigner 2026 Google ↗
SoFi student loan refinancing repayment terms monthly payment rate options unemployment protection fees 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest vs SoFi student loan refinancing compare lower monthly payments 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Earnest student loan refinance repayment terms monthly payment rate options autopay fees cosigner 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinancing repayment terms monthly payment rate options unemployment protection fees 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1