Real ChatGPT answer · index seedIp0csV7yaSwcompleteFinance and banking · budgeting and savingcommercial

Which refinance companies currently offer the lowest fixed rates for federal student loans for someone with a credit score around 720 who wants to lower their monthly payment?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which refinance companies currently offer the lowest fixed rates for federal student loans for someone with a credit score around 720 who wants to lower their monthly payment?
1 real search · 1 real-search pass
2026 student loan refinancing fixed rates lenders Earnest SoFi ELFI Laurel Road Splash Financial College Ave current ratesGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
2026 student loan refinancing fixed rates lenders Earnest SoFi ELFI Laurel Road Splash Financial College Ave current rates Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 student loan refinancing fixed rates lenders Earnest SoFi ELFI Laurel Road Splash Financial College Ave current rates
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1