Real ChatGPT answer · index seedfnTP7fn1ZnEcompleteFinance and banking · student loanscomparison

Compare the pros and cons of using Earnest versus Sofi or Splash specifically for a small business owner trying to lower their debt-to-income ratio during a recession.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the pros and cons of using Earnest versus Sofi or Splash specifically for a small business owner trying to lower their debt-to-income ratio during a recession.
2 real searches · 1 real-search pass
Earnest SoFi Splash student loan refinancing self employed eligibility rates repayment options 2026Google ↗
OBSERVED
Earnest student loan refinance self employed income requirements hardship options; SoFi student loan refinance self employed; Splash Financial student loan refinance lenders self employedGoogle ↗
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 SoFi Splash student loan refinancing self employed eligibility rates repayment options 2026 Google ↗
Earnest student loan refinance self employed income requirements hardship options; SoFi student loan refinance self employed; Splash Financial student loan refinance lenders self employed Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest SoFi Splash student loan refinancing self employed eligibility rates repayment options 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Earnest student loan refinance self employed income requirements hardship options; SoFi student loan refinance self employed; Splash Financial student loan refinance lenders self employed
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1