Real ChatGPT answer · index seed2upl4hgMzj4completeEducation · college degreeshowto

How does the Department of Education handle lifetime limits on federal direct unsubsidized loans if I decide to switch majors and pursue a second bachelor's degree?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How does the Department of Education handle lifetime limits on federal direct unsubsidized loans if I decide to switch majors and pursue a second bachelor's degree?
2 real searches · 1 real-search pass
site:studentaid.gov Direct Loan aggregate loan limits second bachelor's degree lifetime limits 2026Google ↗
OBSERVED
site:fsapartners.ed.gov 2026-27 Direct Loan limits undergraduate aggregate second bachelor's degree new lawGoogle ↗
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
site:studentaid.gov Direct Loan aggregate loan limits second bachelor's degree lifetime limits 2026 Google ↗
site:fsapartners.ed.gov 2026-27 Direct Loan limits undergraduate aggregate second bachelor's degree new law Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
site:studentaid.gov Direct Loan aggregate loan limits second bachelor's degree lifetime limits 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
site:fsapartners.ed.gov 2026-27 Direct Loan limits undergraduate aggregate second bachelor's degree new law
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1