Can my financial aid cover the cost of textbooks and software subscriptions or do I have to pay for those out of pocket every semester
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can my financial aid cover the cost of textbooks and software subscriptions or do I have to pay for those out of pocket every semester
1 real search · 1 real-search pass
U.S. Department of Education federal student aid cost of attendance books supplies computer expenses financial aid refund bookstore creditGoogle ↗
OBSERVEDShort fact
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
U.S. Department of Education federal student aid cost of attendance books supplies computer expenses financial aid refund bookstore credit Google ↗
- Federal Student Aid – Cost of Attendance · fsapartners.ed.gov
- Disbursing Title IV Funds · fsapartners.ed.gov