Real ChatGPT answer · index seedua82yGHZaNscompleteEducation · financial aid and scholarshipscommercial
Review the current reputation and approval rates of Earnest when refinancing loans for self-employed professionals with fluctuating annual revenue.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Review the current reputation and approval rates of Earnest when refinancing loans for self-employed professionals with fluctuating annual revenue.
2 real searches · 1 real-search pass
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)
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 2026 self-employed income underwriting approval rate reputation reviews complaints Google ↗
Earnest loan refinance approval rate published approval statistics self employed income documentation Google ↗
- Earnest Reviews · trustpilot.com
- Earnest | BBB Complaints · bbb.org
- Earnest Refinancing and Private Student Loans: 2026 Review · nerdwallet.com
- Earnest Student Loan Refinancing Review · cnbc.com
- Who Is Plaid? · help.earnest.com
- Why Do I Need To Connect My Bank Accounts? · help.earnest.com
- I Don’t Have Any Savings. Will My Application be Declined? · help.earnest.com
- Does Earnest consider household incomes when reviewing applications? · help.earnest.com
- Appendix · banking.senate.gov
- Earnest Student Loan Refinance Review [2026]: C+ Rating · educationdata.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Earnest student loan refinancing 2026 self-employed income underwriting approval rate reputation reviews complaints OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Earnest loan refinance approval rate published approval statistics self employed income documentation OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |