Real ChatGPT answer · index seed1w0uRZwzSjMcompleteFinance and banking · student loanscomparison

Given the current recession fears, is it smarter to lock in a fixed rate with Earnest or take a chance on a variable rate with Sofi?

ChatGPTgpt-63 queries10/31/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Given the current recession fears, is it smarter to lock in a fixed rate with Earnest or take a chance on a variable rate with Sofi?
3 real searches · 1 real-search pass
Earnest student loan refinancing fixed variable rates variable rate index official 2026Google ↗
OBSERVED
SoFi student loan refinancing variable APR fixed APR rate terms official 2026Google ↗
OBSERVED
United States recession outlook 2026 interest rate forecast Federal Reserve October 2026Google ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Earnest student loan refinancing fixed variable rates variable rate index official 2026 Google ↗
SoFi student loan refinancing variable APR fixed APR rate terms official 2026 Google ↗
United States recession outlook 2026 interest rate forecast Federal Reserve October 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing fixed variable rates variable rate index official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
SoFi student loan refinancing variable APR fixed APR rate terms official 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
United States recession outlook 2026 interest rate forecast Federal Reserve October 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1