Real ChatGPT answer · index seedvHIEjnyyEhkcompleteEducation · financial aid and scholarshipscomparison
Are merit-based scholarships taxed differently than need-based financial aid for adult students running an active business
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are merit-based scholarships taxed differently than need-based financial aid for adult students running an active business
1 real search · 1 real-search pass
IRS scholarship fellowship grant taxable income qualified education expenses room board business owner tax treatment 2026Google ↗
OBSERVEDYes / no
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
IRS scholarship fellowship grant taxable income qualified education expenses room board business owner tax treatment 2026 Google ↗
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Qualified Ed expenses · irs.gov