Real ChatGPT answer · index seeddM1vMzv7WKocompleteFinance and banking · student loanscomparison

Can you compare Earnest and Credible for refinancing student loans if I want to protect my credit score as a retiree

ChatGPTgpt-63 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 student loans if I want to protect my credit score as a retiree
3 real searches · 1 real-search pass
Earnest student loan refinancing soft credit check hard inquiry eligibility income requirements retired borrower 2026Google ↗
OBSERVED
Credible student loan refinancing prequalification soft credit check hard inquiry lender marketplace 2026Google ↗
OBSERVED
student loan refinancing credit score hard inquiry multiple inquiries rate shopping FICO federal loan protections refinanceGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
Earnest student loan refinancing soft credit check hard inquiry eligibility income requirements retired borrower 2026 Google ↗
Credible student loan refinancing prequalification soft credit check hard inquiry lender marketplace 2026 Google ↗
student loan refinancing credit score hard inquiry multiple inquiries rate shopping FICO federal loan protections refinance Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Earnest student loan refinancing soft credit check hard inquiry eligibility income requirements retired borrower 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Credible student loan refinancing prequalification soft credit check hard inquiry lender marketplace 2026
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
student loan refinancing credit score hard inquiry multiple inquiries rate shopping FICO federal loan protections refinance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1