Real ChatGPT answer · index seedKOo70tYDqkMcompleteEducation · financial aid and scholarshipscomparison

Can you compare the competitiveness of merit based scholarship opportunities at liberal arts colleges versus large research universities

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the competitiveness of merit based scholarship opportunities at liberal arts colleges versus large research universities
2 real searches · 1 real-search pass
merit scholarships liberal arts colleges versus large research universities institutional merit aid competition admissions statistics NACUBO tuition discountingGoogle ↗
OBSERVED
college merit aid private liberal arts colleges research universities scholarship awards merit aid dataGoogle ↗
OBSERVED

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.

Classifying 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
merit scholarships liberal arts colleges versus large research universities institutional merit aid competition admissions statistics NACUBO tuition discounting Google ↗
college merit aid private liberal arts colleges research universities scholarship awards merit aid data Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
merit scholarships liberal arts colleges versus large research universities institutional merit aid competition admissions statistics NACUBO tuition discounting
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
college merit aid private liberal arts colleges research universities scholarship awards merit aid data
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1