Real ChatGPT answer · index seedWHCEUgeCNmAcompleteEducation · financial aid and scholarshipscomparison
Is it better to file my son as an independent student for financial aid purposes or claim him as a dependent on our taxes given his part time income
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better to file my son as an independent student for financial aid purposes or claim him as a dependent on our taxes given his part time income
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
2026 FAFSA independent student dependency status criteria Federal Student Aid official Google ↗
IRS qualifying child dependent age full-time student support part-time income 2025 tax year official Google ↗
- Filling Out the FAFSA Form · fsapartners.ed.gov
- Publication 501 (2025), Dependents, Standard Deduction, and Filing Information · irs.gov
- studentaid.gov · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 FAFSA independent student dependency status criteria Federal Student Aid official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
IRS qualifying child dependent age full-time student support part-time income 2025 tax year official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |