Real ChatGPT answer · index seedpIPOxiAwfvMcompleteFinance and banking · student loansinformational

What is the difference between refinancing through SoFi versus keeping my loans in the federal system while my youngest is still in college?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What is the difference between refinancing through SoFi versus keeping my loans in the federal system while my youngest is still in college?
2 real searches · 1 real-search pass
SoFi student loan refinancing federal loan benefits lost Parent PLUS official SoFi 2026Google ↗
OBSERVED
Federal Student Aid Parent PLUS repayment options deferment income contingent repayment official 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
SoFi student loan refinancing federal loan benefits lost Parent PLUS official SoFi 2026 Google ↗
Federal Student Aid Parent PLUS repayment options deferment income contingent repayment official 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi student loan refinancing federal loan benefits lost Parent PLUS official SoFi 2026
OBSERVED
Google ↗
AI Mode ↗
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of 1
Federal Student Aid Parent PLUS repayment options deferment income contingent repayment official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1