What are the hidden costs of college tuition that financial aid award letters do not mention like fees and parking permits?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs of college tuition that financial aid award letters do not mention like fees and parking permits?
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
college cost of attendance indirect costs fees books transportation personal expenses financial aid award letter official 2026 Google ↗
college hidden college fees parking permits textbooks health insurance housing meal plans official university cost of attendance Google ↗
- Cost of Attendance (Budget) · fsapartners.ed.gov
- Cost of Attendance · web.uri.edu
- Cost of Attendance (COA) | Student Financial Aid and Scholarships · financialaid.uic.edu
- U.S. Department of Education · ed.gov
- My Award Offer · fdu.edu
- Federal Student Aid · studentaid.gov
- U.S. Department of Education · ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college cost of attendance indirect costs fees books transportation personal expenses financial aid award letter official 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
college hidden college fees parking permits textbooks health insurance housing meal plans official university cost of attendance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |