Real ChatGPT answer · index seedyge0DwSaU84completeFinance and banking · student loanscomparison

Between Earnest and SoFi, which lender is more forgiving with short self-employment histories when refinancing student loans?

ChatGPTgpt-61 query10/31/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Between Earnest and SoFi, which lender is more forgiving with short self-employment histories when refinancing student loans?
1 real search · 1 real-search pass
Earnest student loan refinance self-employed income history requirements self employed tax returns; SoFi student loan refinance self-employed income documentation history requirementsGoogle ↗
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
Earnest student loan refinance self-employed income history requirements self employed tax returns; SoFi student loan refinance self-employed income documentation history requirements Google ↗

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinance self-employed income history requirements self employed tax returns; SoFi student loan refinance self-employed income documentation history requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1