Real ChatGPT answer · index seedrVAawA76ymscompleteFinance and banking · student loanscomparison

Is it smarter for my company budget to use Credible to shop for student loan refinancing or go directly with a lender like SoFi?

ChatGPTgpt-62 queries10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Is it smarter for my company budget to use Credible to shop for student loan refinancing or go directly with a lender like SoFi?
2 real searches · 1 real-search pass
Credible student loan refinancing marketplace soft credit check lender partners fees officialGoogle ↗
OBSERVED
SoFi student loan refinancing rates benefits soft credit check 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
Credible student loan refinancing marketplace soft credit check lender partners fees official Google ↗
SoFi student loan refinancing rates benefits soft credit check official Google ↗
  1. Frequently Asked Questions · credible.com
  2. credible.com · credible.com
  3. SoFi Student Loan Refinancing · sofi.com

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Credible student loan refinancing marketplace soft credit check lender partners fees official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinancing rates benefits soft credit check official
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1