Real ChatGPT answer · index seedeIJwxfsRkS8completeFinance and banking · student loanscomparison

Is Earnest better than Splash Financial for refinancing around forty thousand dollars of student debt if I want flexible payment options this year?

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 better than Splash Financial for refinancing around forty thousand dollars of student debt if I want flexible payment options this year?
2 real searches · 1 real-search pass
Earnest student loan refinancing flexible repayment options 2026 repayment terms rate modification skip payment officialGoogle ↗
OBSERVEDComparison
Splash Financial student loan refinancing flexible repayment options 2026 lender marketplace official repayment termsGoogle ↗
OBSERVEDComparison

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 / navigationalComparison100%ConsequenceReasonDefinitionInstructionYes / 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 flexible repayment options 2026 repayment terms rate modification skip payment official Google ↗
Splash Financial student loan refinancing flexible repayment options 2026 lender marketplace official repayment terms Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing flexible repayment options 2026 repayment terms rate modification skip payment official
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Splash Financial student loan refinancing flexible repayment options 2026 lender marketplace official repayment terms
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1