Real ChatGPT answer · index seed830R2Qt8qC4completeEducation · financial aid and scholarshipsbrand

Can you compare SoFi student loan refinancing rates with local credit unions for someone whose income comes entirely from LLC distributions?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare SoFi student loan refinancing rates with local credit unions for someone whose income comes entirely from LLC distributions?
1 real search · 1 real-search pass
SoFi student loan refinancing rates November 2026 LLC distributions self-employed income underwriting credit unions North Carolina student loan refinance ratesGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
SoFi student loan refinancing rates November 2026 LLC distributions self-employed income underwriting credit unions North Carolina student loan refinance rates Google ↗
  1. SoFi Student Loan Refinancing · sofi.com
  2. Student Loan Refinance · dukefcu.studentchoice.org
  3. Student Loan Refinance · connexcu.studentchoice.org
  4. What income and income documents should I include on my loan application? · support.sofi.com
  5. Income for a SoFi Loan Application · support.sofi.com
  6. Student Loan Refinance › Duke University Credit Union · dukefcu.org
  7. Duke Credit Union · studentchoice.org
  8. You're Pre-Qualified · dukefcu.studentchoice.org

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi student loan refinancing rates November 2026 LLC distributions self-employed income underwriting credit unions North Carolina student loan refinance rates
OBSERVED
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