Real ChatGPT answer · index seedOZpanhRABjIcompleteEducation · financial aid and scholarshipsinformational
Why do net price calculators often leave out mandatory student fees when calculating the true out of pocket cost of attending college?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Why do net price calculators often leave out mandatory student fees when calculating the true out of pocket cost of attending college?
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 net price calculator mandatory fees excluded tuition fees federal definition cost of attendance net price calculator Google ↗
Department of Education net price calculator fees cost of attendance tuition required fees guidance Google ↗
- Net Price Calculator Information Center · nces.ed.gov
- Consumer Information and School Reporting · fsapartners.ed.gov
- Average Institutional Net Price FAQs · nces.ed.gov
- Cost of Attendance (Budget) · fsapartners.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college net price calculator mandatory fees excluded tuition fees federal definition cost of attendance net price calculator OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
Department of Education net price calculator fees cost of attendance tuition required fees guidance OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |