Real ChatGPT answer · index seed4dByGj8zZ1kcompleteEducation · financial aid and scholarshipscommercial

What are the best options for refinancing graduate school loans through SoFi versus keeping them on the federal income driven repayment track

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What are the best options for refinancing graduate school loans through SoFi versus keeping them on the federal income driven repayment track
3 real searches · 1 real-search pass
2026 federal student loan income driven repayment plans graduate loans IDR current rules StudentAid.govGoogle ↗
OBSERVED
SoFi student loan refinancing rates terms federal loan protections cosigner release 2026Google ↗
OBSERVED
2026 federal student loan repayment changes July 2026 graduate loans IDR legislation 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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
2026 federal student loan income driven repayment plans graduate loans IDR current rules StudentAid.gov Google ↗
SoFi student loan refinancing rates terms federal loan protections cosigner release 2026 Google ↗
2026 federal student loan repayment changes July 2026 graduate loans IDR legislation official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal student loan income driven repayment plans graduate loans IDR current rules StudentAid.gov
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinancing rates terms federal loan protections cosigner release 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
2026 federal student loan repayment changes July 2026 graduate loans IDR legislation official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1