How do financial aid officers at liberal arts colleges typically view institutional merit versus need-based grants on the CSS Profile?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do financial aid officers at liberal arts colleges typically view institutional merit versus need-based grants on the CSS Profile?
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
CSS Profile institutional merit scholarships need-based grants financial aid officer treatment reporting institutional aid Google ↗
College Board CSS Profile grants scholarships merit aid institutional financial aid need-based aid Google ↗
- What is CSS Profile? – Higher Ed · highered.collegeboard.org
- The Basics on Grants and Scholarships · bigfuture.collegeboard.org
- Financial Aid & Policies · fairfield.edu
- CSS Profile – Counselors · counselors.collegeboard.org
- Awarding & Policy · financialaid.duke.edu
- Frequently Asked Questions · admissions.lafayette.edu
- Financial Aid for Admitted Students FAQ · wheatoncollege.edu
- Apply for Financial Aid · brynmawr.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
CSS Profile institutional merit scholarships need-based grants financial aid officer treatment reporting institutional aid OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
College Board CSS Profile grants scholarships merit aid institutional financial aid need-based aid OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |