Real ChatGPT answer · index seedxZZBeA4U7KEcompleteFinance and banking · student loansinformational

Is Earnest student loan refinancing currently offering any lower interest rates than SoFi for someone trying to lower a monthly budget?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Is Earnest student loan refinancing currently offering any lower interest rates than SoFi for someone trying to lower a monthly budget?
2 real searches · 1 real-search pass
Earnest student loan refinancing current interest rates October 2026 fixed variable APR officialGoogle ↗
OBSERVEDOther / navigational
SoFi student loan refinancing current interest rates October 2026 fixed variable APR officialGoogle ↗
OBSERVEDConsequence

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.

ChatGPT real searches (2)
Short factOther / navigational50%ComparisonConsequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
Earnest student loan refinancing current interest rates October 2026 fixed variable APR official Google ↗
SoFi student loan refinancing current interest rates October 2026 fixed variable APR official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing current interest rates October 2026 fixed variable APR official
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
SoFi student loan refinancing current interest rates October 2026 fixed variable APR official
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1