Real ChatGPT answer · index seedPNaSXLs2bBEcompleteEducation · financial aid and scholarshipscomparison

Compare the financial award letter components of a merit-heavy package versus a need-based package for an out-of-state transfer student entering a top-tier engineering school.

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Compare the financial award letter components of a merit-heavy package versus a need-based package for an out-of-state transfer student entering a top-tier engineering school.
2 real searches · 1 real-search pass
official university financial aid transfer students merit scholarships out of state transfer engineering institutional need based aid award letter cost of attendanceGoogle ↗
OBSERVED
Federal Student Aid understand financial aid offer grants scholarships work-study loans cost of attendance net priceGoogle ↗
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
official university financial aid transfer students merit scholarships out of state transfer engineering institutional need based aid award letter cost of attendance Google ↗
Federal Student Aid understand financial aid offer grants scholarships work-study loans cost of attendance net price Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official university financial aid transfer students merit scholarships out of state transfer engineering institutional need based aid award letter cost of attendance
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
Federal Student Aid understand financial aid offer grants scholarships work-study loans cost of attendance net price
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1