Do elite Ivy League schools like Brown or Dartmouth actually end up being cheaper than state schools thanks to their massive no-loan financial aid policies?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do elite Ivy League schools like Brown or Dartmouth actually end up being cheaper than state schools thanks to their massive no-loan financial aid policies?
3 real searches · 1 real-search pass
Brown University financial aid no loan policy family contribution 2026-27 tuition room board officialGoogle ↗
OBSERVEDYes / no
Dartmouth College financial aid no loan policy family income 2026-27 officialGoogle ↗
OBSERVEDShort fact
College Scorecard net price Brown Dartmouth Oklahoma public universities average net priceGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
Brown University financial aid no loan policy family contribution 2026-27 tuition room board official Google ↗
Dartmouth College financial aid no loan policy family income 2026-27 official Google ↗
College Scorecard net price Brown Dartmouth Oklahoma public universities average net price Google ↗
- Financial Aid Undergradute · finaid.brown.edu
- Brown Corporation approves operating budget for Fiscal Year 2027 · brown.edu
- Cost of Attendance | Undergraduate | Financial Aid Undergradute · finaid.brown.edu
- How Much Help Will I Get? · financialaid.dartmouth.edu
- How Aid Works · admissions.dartmouth.edu
- College Board Net Price Calculator · npc.collegeboard.org
- Dartmouth Financial Aid · financialaid.dartmouth.edu
- U.S. Department of Education College Scorecard · collegescorecard.ed.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Brown University financial aid no loan policy family contribution 2026-27 tuition room board official OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 | |
Dartmouth College financial aid no loan policy family income 2026-27 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
College Scorecard net price Brown Dartmouth Oklahoma public universities average net price OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |