Real ChatGPT answer · index seedRwBidkxzQk8completeFinance and banking · student loanscomparison

How do I choose between sticking with my income-driven repayment plan and refinancing with a private company like Earnest if interest rates might change soon?

ChatGPTgpt-62 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
How do I choose between sticking with my income-driven repayment plan and refinancing with a private company like Earnest if interest rates might change soon?
2 real searches · 1 real-search pass
2026 federal student loan income driven repayment plans changes refinancing private loans federal protections official StudentAid.govGoogle ↗
OBSERVED
Earnest student loan refinancing fixed variable rates cosigner benefits 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026 federal student loan income driven repayment plans changes refinancing private loans federal protections official StudentAid.gov Google ↗
Earnest student loan refinancing fixed variable rates cosigner benefits official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 federal student loan income driven repayment plans changes refinancing private loans federal protections official StudentAid.gov
OBSERVED
Google ↗
AI Mode ↗
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of 1
Earnest student loan refinancing fixed variable rates cosigner benefits official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1