Real ChatGPT answer · index seedpRMY0M7mxKscompleteEducation · financial aid and scholarshipscommercial

Can you analyze the best fellowship databases for doctoral candidates that cover both tuition waivers and health insurance stipends?

ChatGPTgpt-64 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you analyze the best fellowship databases for doctoral candidates that cover both tuition waivers and health insurance stipends?
4 real searches · 1 real-search pass
best fellowship databases doctoral graduate students tuition waiver health insurance stipend NSF GRFP ProFellow Pivot 2026Google ↗
OBSERVEDComparison
doctoral fellowship funding databases graduate students tuition remission health insurance benefits databaseGoogle ↗
OBSERVEDReason
ProFellow database doctoral fellowships funding database features eligibilityGoogle ↗
OBSERVEDYes / no
NSF GRFP stipend tuition fees health insurance institution doctoral officialGoogle ↗
OBSERVEDShort fact

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 (4)
Short fact25%Other / navigationalComparison25%ConsequenceReason25%DefinitionInstructionYes / no25%

Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT4 real searches · gpt-6
best fellowship databases doctoral graduate students tuition waiver health insurance stipend NSF GRFP ProFellow Pivot 2026 Google ↗
doctoral fellowship funding databases graduate students tuition remission health insurance benefits database Google ↗
ProFellow database doctoral fellowships funding database features eligibility Google ↗
NSF GRFP stipend tuition fees health insurance institution doctoral official Google ↗
  1. Fellowship Finder · fellowship-finder.grad.illinois.edu
  2. Fellowships · grad.illinois.edu
  3. Searchable Databases · postdoc.arizona.edu
  4. Find Funding | Office of the Vice Chancellor for Research and Innovation (OVCRI) · research.illinois.edu
  5. UCLA GRAPES · grad.ucla.edu
  6. Extramural Fellowship Directories · grad.ucla.edu
  7. ProFellow · profellow.com
  8. Funding Databases · gradpost.ucsb.edu
  9. Find a Fellowship · fellowships.cornell.edu
  10. Pivot-RP · pivot.proquest.com
  11. Funding Databases · ogfa.fsu.edu
  12. Fellowships and financial aid · graduate.universityofcalifornia.edu
  13. Pathways to Science · pathwaystoscience.org
  14. Additional Funding Resources - Graduate School · uta.edu
  15. GrantForward · grantforward.com
  16. Yale PhD Student Funding · gsas.yale.edu
  17. Funding Packages for Full-Time PhD Students · steinhardt.nyu.edu
  18. Doctoral Studies Funding, Awards, and Grants · steinhardt.nyu.edu
  19. Graduate funding opportunities · uidaho.edu
  20. External Fellowship Opportunities · gradstudies.pitt.edu
  21. UChicago Doctoral Funding · grad.uchicago.edu
  22. Georgetown PhD Student Funding · biomedicalprograms.georgetown.edu
  23. NSF Graduate Research Fellowship Program (NSF GRFP) · nsf.gov
  24. NSF Graduate Research Fellowship Program (GRFP) · nsf.gov
  25. NSF Graduate Research Fellowship Program · oge.mit.edu

Queries

4 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
best fellowship databases doctoral graduate students tuition waiver health insurance stipend NSF GRFP ProFellow Pivot 2026
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
doctoral fellowship funding databases graduate students tuition remission health insurance benefits database
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
ProFellow database doctoral fellowships funding database features eligibility
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1
NSF GRFP stipend tuition fees health insurance institution doctoral official
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1