Real ChatGPT answer · index seedxOLPsnEYFGQcompleteFinance and banking · student loanscommercial

How does SoFi compare to Earnest and Credible when looking for the best refinancing rates on a twenty thousand dollar balance?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does SoFi compare to Earnest and Credible when looking for the best refinancing rates on a twenty thousand dollar balance?
3 real searches · 1 real-search pass
SoFi student loan refinancing rates 2026 APR terms fees officialGoogle ↗
OBSERVED
Earnest student loan refinance rates 2026 APR terms fees officialGoogle ↗
OBSERVED
Credible student loan refinancing rates 2026 lender marketplace rates 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

ChatGPT3 real searches · gpt-6
SoFi student loan refinancing rates 2026 APR terms fees official Google ↗
Earnest student loan refinance rates 2026 APR terms fees official Google ↗
Credible student loan refinancing rates 2026 lender marketplace rates official Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
SoFi student loan refinancing rates 2026 APR terms fees official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Earnest student loan refinance rates 2026 APR terms fees official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Credible student loan refinancing rates 2026 lender marketplace rates official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1