Real ChatGPT answer · index seedUS7uGXy7xHccompleteEducation · financial aid and scholarshipscommercial
How does the college cost of attendance get calculated by the financial aid office and why is the housing estimate so much higher than my actual rent would be
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The searches the AI actually ran for this prompt.
SEED QUERY
How does the college cost of attendance get calculated by the financial aid office and why is the housing estimate so much higher than my actual rent would be
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
U.S. Department of Education federal student aid cost of attendance housing food allowance off campus actual expenses professional judgment 2026 Google ↗
34 CFR 668.2 cost of attendance housing food allowance off campus students actual costs financial aid Google ↗
- 2026–2027 Federal Student Aid Handbook · fsapartners.ed.gov
- FAFSA® Changes Overview · financialaidtoolkit.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Education federal student aid cost of attendance housing food allowance off campus actual expenses professional judgment 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
34 CFR 668.2 cost of attendance housing food allowance off campus students actual costs financial aid OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |