Real ChatGPT answer · index seedJEkNDPlLgsocompleteEducation · financial aid and scholarshipshowto

What steps should I take to compare my current federal loan interest rates with a SoFi refinancing offer to make sure I am not losing income driven repayment protections

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

The searches the AI actually ran for this prompt.

SEED QUERY
What steps should I take to compare my current federal loan interest rates with a SoFi refinancing offer to make sure I am not losing income driven repayment protections
3 real searches · 1 real-search pass
Federal student loan repayment plans IDR current rules 2026 StudentAid.gov PSLF refinancing private loansGoogle ↗
OBSERVED
Federal Student Aid refinancing federal student loans private loan lose federal benefits income driven repayment PSLF officialGoogle ↗
OBSERVED
SoFi student loan refinancing federal loan benefits income driven repayment protections 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
Federal student loan repayment plans IDR current rules 2026 StudentAid.gov PSLF refinancing private loans Google ↗
Federal Student Aid refinancing federal student loans private loan lose federal benefits income driven repayment PSLF official Google ↗
SoFi student loan refinancing federal loan benefits income driven repayment protections official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Federal student loan repayment plans IDR current rules 2026 StudentAid.gov PSLF refinancing private loans
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid refinancing federal student loans private loan lose federal benefits income driven repayment PSLF official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinancing federal loan benefits income driven repayment protections official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1