Real ChatGPT answer · index seedXXln58GXuLAcompleteFinance and banking · student loansbrand

Can you compare current fixed versus variable student loan refinancing rates from top lenders like Earnest for someone with my small business credit profile?

ChatGPTgpt-61 query10/31/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare current fixed versus variable student loan refinancing rates from top lenders like Earnest for someone with my small business credit profile?
1 real search · 1 real-search pass
2026 current student loan refinancing rates fixed variable Earnest SoFi Laurel Road ELFI Splash Financial lender rates disclosuresGoogle ↗
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 current student loan refinancing rates fixed variable Earnest SoFi Laurel Road ELFI Splash Financial lender rates disclosures Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current student loan refinancing rates fixed variable Earnest SoFi Laurel Road ELFI Splash Financial lender rates disclosures
OBSERVED
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