Real ChatGPT answer · index seedCUXAxdcpq5IcompleteEducation · financial aid and scholarshipscomparison
Is it better to pursue work-study or a regular part-time campus job when trying to maximize financial aid eligibility as an older adult?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to pursue work-study or a regular part-time campus job when trying to maximize financial aid eligibility as an older adult?
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
Federal Student Aid FAFSA Federal Work-Study earnings excluded income student aid index 2026-27 older independent student Google ↗
2026-27 FAFSA instructions work-study earnings excluded student income federal student aid Google ↗
- Student Aid Index (SAI) and Pell Grant Eligibility · fsapartners.ed.gov
- 8 Things You Should Know About Federal Work-Study · studentaid.gov
- The Federal Work-Study Program · fsapartners.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Federal Student Aid FAFSA Federal Work-Study earnings excluded income student aid index 2026-27 older independent student OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
2026-27 FAFSA instructions work-study earnings excluded student income federal student aid OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |