Real ChatGPT answer · index seeddCLbWm40YKUcompleteFinance and banking · student loanscomparison

Compare the current interest rates on federal direct consolidation loans versus private refinancing options from Earnest for self-employed borrowers.

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

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the current interest rates on federal direct consolidation loans versus private refinancing options from Earnest for self-employed borrowers.
2 real searches · 1 real-search pass
2026-2027 federal student loan interest rates Direct Consolidation Loan weighted average rounded up nearest one-eighth current rates October 2026Google ↗
OBSERVED
Earnest student loan refinance rates self-employed borrowers income documentation eligibility 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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
2026-2027 federal student loan interest rates Direct Consolidation Loan weighted average rounded up nearest one-eighth current rates October 2026 Google ↗
Earnest student loan refinance rates self-employed borrowers income documentation eligibility 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026-2027 federal student loan interest rates Direct Consolidation Loan weighted average rounded up nearest one-eighth current rates October 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Earnest student loan refinance rates self-employed borrowers income documentation eligibility 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1