Real ChatGPT answer · index seedz4sKqRJcaTIcompleteFinance and banking · student loanscomparison

Can you compare Earnest and Credible for refinancing our parent student loans to lower our monthly household expenses?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare Earnest and Credible for refinancing our parent student loans to lower our monthly household expenses?
2 real searches · 1 real-search pass
Earnest student loan refinancing parent PLUS loans eligibility repayment terms rates 2026Google ↗
OBSERVED
Credible student loan refinancing parent PLUS loans lender marketplace rates 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
Earnest student loan refinancing parent PLUS loans eligibility repayment terms rates 2026 Google ↗
Credible student loan refinancing parent PLUS loans lender marketplace rates 2026 Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing parent PLUS loans eligibility repayment terms rates 2026
OBSERVED
Google ↗
AI Mode ↗
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Credible student loan refinancing parent PLUS loans lender marketplace rates 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1