What specific criteria do financial aid officers look for when deciding whether to grant an appeal for special circumstances due to a job loss?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What specific criteria do financial aid officers look for when deciding whether to grant an appeal for special circumstances due to a job loss?
2 real searches · 1 real-search pass
Federal Student Aid professional judgment special circumstances loss of employment income documentation financial aid administratorGoogle ↗
OBSERVEDConsequence
university financial aid special circumstances appeal job loss documentation unemployment benefits projected incomeGoogle ↗
OBSERVEDConsequence
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). 1 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
Federal Student Aid professional judgment special circumstances loss of employment income documentation financial aid administrator Google ↗
university financial aid special circumstances appeal job loss documentation unemployment benefits projected income Google ↗
- Special Circumstance: SAI Calculation Appeal · financialaid.ucdavis.edu
- 2026 FA U DEP APPEAL FORM F0UD_E Last Name __ · admissions.uni.edu
- Special Cases · fsapartners.ed.gov
- 7 Options if You Didn’t Receive Enough Financial Aid · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid professional judgment special circumstances loss of employment income documentation financial aid administrator OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
university financial aid special circumstances appeal job loss documentation unemployment benefits projected income OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |