Where do people usually look for verified employer reviews regarding how graduate student stipends are taxed and reported on W2s or 1099s?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where do people usually look for verified employer reviews regarding how graduate student stipends are taxed and reported on W2s or 1099s?
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
graduate student stipend W-2 1099 tax reporting university fellowship assistantship IRS employer reporting resources Google ↗
graduate student stipend tax reporting W-2 1098-T 1099-MISC university payroll fellowship assistantship official guidance Google ↗
- Glassdoor · glassdoor.com
- Indeed Company Reviews · indeed.com
- Comparably · comparably.com
- Handshake · joinhandshake.com
- r/GradSchool · reddit.com
- r/PhD · reddit.com
- r/tax · reddit.com
- r/Accounting · reddit.com
- IRS – Taxation of Scholarships and Fellowships · irs.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Tax Treatment of Certain Payments Made by the University to U.S. Citizens and U.S. Resident Aliens for Tax Purposes · your.yale.edu
- Tax Information | Yale Graduate School of Arts and Sciences · gsas.yale.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
graduate student stipend W-2 1099 tax reporting university fellowship assistantship IRS employer reporting resources OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
graduate student stipend tax reporting W-2 1098-T 1099-MISC university payroll fellowship assistantship official guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |