Real ChatGPT answer · index seedkztQEYty7HYcompleteEducation · graduate schoolcommercial

What percentage of graduate financial aid packages at private research universities include non-service fellowship grants versus loans?

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What percentage of graduate financial aid packages at private research universities include non-service fellowship grants versus loans?
2 real searches · 1 real-search pass
graduate financial aid private research universities non-service fellowship grants loans percentage packagesGoogle ↗
OBSERVEDComparison
NCES graduate students private research universities fellowship grants loans percentage financial aid packages non-serviceGoogle ↗
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 (2)
Short factOther / navigationalComparison50%ConsequenceReasonDefinitionInstructionYes / no50%

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 financial aid private research universities non-service fellowship grants loans percentage packages Google ↗
NCES graduate students private research universities fellowship grants loans percentage financial aid packages non-service Google ↗
  1. 2015–16 National Postsecondary · tacc.org
  2. IPEDS HELP DESK · nces.ed.gov.qipservices.com
  3. IPEDS Data Collection System · nces.ed.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
graduate financial aid private research universities non-service fellowship grants loans percentage packages
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
NCES graduate students private research universities fellowship grants loans percentage financial aid packages non-service
OBSERVED
Google ↗
AI Mode ↗
—Yes / no——1x
of 1