Can you compare EdFinancial and Nelnet regarding how they handle hardship deferments for entrepreneurs with variable monthly income?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare EdFinancial and Nelnet regarding how they handle hardship deferments for entrepreneurs with variable monthly income?
3 real searches · 1 real-search pass
EdFinancial hardship deferment self-employed income documentation economic hardship defermentGoogle ↗
OBSERVEDConsequence
Nelnet hardship deferment self-employed income documentation economic hardship defermentGoogle ↗
OBSERVEDReason
Federal Student Aid economic hardship deferment eligibility self employed income driven repayment variable incomeGoogle ↗
OBSERVEDReason
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
EdFinancial hardship deferment self-employed income documentation economic hardship deferment Google ↗
Nelnet hardship deferment self-employed income documentation economic hardship deferment Google ↗
Federal Student Aid economic hardship deferment eligibility self employed income driven repayment variable income Google ↗
- Deferment and Forbearance · edfinancial.studentaid.gov
- Frequently Asked Questions · edfinancial.studentaid.gov
- ECONOMIC HARDSHIP DEFERMENT REQUEST · nelnet.com
- ECON HARD DEFERMENT REQ-2/03 · nelnet.net
- Economic Hardship Deferment Request · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- Top FAQs About Income-Driven Repayment Plans · studentaid.gov
- [node:title] · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
EdFinancial hardship deferment self-employed income documentation economic hardship deferment OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Nelnet hardship deferment self-employed income documentation economic hardship deferment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid economic hardship deferment eligibility self employed income driven repayment variable income OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |