Do elite universities like Harvard or Yale offer financial aid that covers the total cost of attendance for middle class families?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Do elite universities like Harvard or Yale offer financial aid that covers the total cost of attendance for middle class families?
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
Harvard financial aid 2025-2026 income under 200000 free tuition cost attendance official Harvard Google ↗
Yale financial aid 2025-2026 income under 100000 200000 free tuition official Yale Google ↗
- Harvard Financial Aid · college.harvard.edu
- Yale Financial Aid · finaid.yale.edu
- Affordability · college.harvard.edu
- Affordable. For Everyone. · admissions.yale.edu
- Yale to offer free tuition to families with incomes below $200,000 · news.yale.edu
- Making Yale Affordable. For Everyone. · finaid.yale.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Harvard financial aid 2025-2026 income under 200000 free tuition cost attendance official Harvard OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Yale financial aid 2025-2026 income under 100000 200000 free tuition official Yale OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |