Real ChatGPT answer · index seedCxY33QeImBYcompleteFinance and banking · student loanscomparison

Which private lender offers the absolute lowest origination fees for refinancing medical school debt right now, Laurel Road or SoFi?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which private lender offers the absolute lowest origination fees for refinancing medical school debt right now, Laurel Road or SoFi?
2 real searches · 1 real-search pass
Laurel Road student loan refinancing origination fee 2026 officialGoogle ↗
OBSERVED
SoFi student loan refinancing origination fee 2026 officialGoogle ↗
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
Laurel Road student loan refinancing origination fee 2026 official Google ↗
SoFi student loan refinancing origination fee 2026 official Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Laurel Road student loan refinancing origination fee 2026 official
OBSERVED
Google ↗
AI Mode ↗
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SoFi student loan refinancing origination fee 2026 official
OBSERVED
Google ↗
AI Mode ↗
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of 1