Real ChatGPT answer · index seedrdAFC6oiRVscompleteFinance and banking · student loanscommercial

I need a detailed comparison of fixed versus variable interest rates for Earnest student loan refinancing as of this week to see which one saves more money over a ten-year repayment term.

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

The searches the AI actually ran for this prompt.

SEED QUERY
I need a detailed comparison of fixed versus variable interest rates for Earnest student loan refinancing as of this week to see which one saves more money over a ten-year repayment term.
2 real searches · 1 real-search pass
Earnest student loan refinance fixed variable interest rates October 2026 10 year repayment ratesGoogle ↗
OBSERVED
Earnest student loan refinancing fixed vs variable rates rate ranges 10 year term APR detailsGoogle ↗
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
Earnest student loan refinance fixed variable interest rates October 2026 10 year repayment rates Google ↗
Earnest student loan refinancing fixed vs variable rates rate ranges 10 year term APR details Google ↗
  1. Earnest · frontend-astro-dev.savingforcollege.com
  2. credible.com · credible.com
  3. Earnest · biglawinvestor.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinance fixed variable interest rates October 2026 10 year repayment rates
OBSERVED
Google ↗
AI Mode ↗
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of 1
Earnest student loan refinancing fixed vs variable rates rate ranges 10 year term APR details
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1