Real ChatGPT answer · index seedveXWWxwL1eMcompleteEducation · graduate schoolcomparison

Is student loan refinancing with SoFi better than keeping federal Direct PLUS loans for our daughter starting her master's program this fall?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is student loan refinancing with SoFi better than keeping federal Direct PLUS loans for our daughter starting her master's program this fall?
3 real searches · 1 real-search pass
2026 federal graduate PLUS loans new borrowers July 1 2026 limits transition rules official Department of EducationGoogle ↗
OBSERVED
SoFi student loan refinance federal loans lose benefits cosigner release rates terms officialGoogle ↗
OBSERVED
Federal Direct PLUS loan interest rate 2026 2027 graduate PLUS 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

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal graduate PLUS loans new borrowers July 1 2026 limits transition rules official Department of Education
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinance federal loans lose benefits cosigner release rates terms official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Direct PLUS loan interest rate 2026 2027 graduate PLUS official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1