Real ChatGPT answer · index seedOTSh8rAHzykcompleteFinance and banking · student loanscomparison

Is it worth losing income-driven repayment protections on my federal student loans by switching to Earnest, given that my small business needs extra cash right now?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it worth losing income-driven repayment protections on my federal student loans by switching to Earnest, given that my small business needs extra cash right now?
3 real searches · 1 real-search pass
Earnest student loan refinancing federal loans lose income driven repayment protections official terms 2026Google ↗
OBSERVED
Federal Student Aid income driven repayment plans refinancing federal loans private lender lose benefits officialGoogle ↗
OBSERVED
Consumer Financial Protection Bureau refinance federal student loans private lose protectionsGoogle ↗
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
Earnest student loan refinancing federal loans lose income driven repayment protections official terms 2026 Google ↗
Federal Student Aid income driven repayment plans refinancing federal loans private lender lose benefits official Google ↗
Consumer Financial Protection Bureau refinance federal student loans private lose protections Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing federal loans lose income driven repayment protections official terms 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid income driven repayment plans refinancing federal loans private lender lose benefits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Consumer Financial Protection Bureau refinance federal student loans private lose protections
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1