Real ChatGPT answer · index seedaCY7pgUy9GEcompleteEducation · financial aid and scholarshipscomparison
Is using a net price calculator reliable for estimating my actual out-of-pocket tuition after merit scholarships are applied at liberal arts colleges in New England?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is using a net price calculator reliable for estimating my actual out-of-pocket tuition after merit scholarships are applied at liberal arts colleges in New England?
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
New England liberal arts colleges net price calculator merit scholarships estimate limitations official financial aid Google ↗
U.S. Department of Education net price calculator merit scholarships estimate not guarantee Google ↗
- Net Price Calculator Information Center · nces.ed.gov
- Consumer Information and School Reporting · fsapartners.ed.gov
- College Cost Estimators · bu.edu
- College Affordability and Transparency Explanation Form · collegecost.ed.gov
- How To Evaluate Your Aid Offers · studentaid.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
New England liberal arts colleges net price calculator merit scholarships estimate limitations official financial aid OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
U.S. Department of Education net price calculator merit scholarships estimate not guarantee OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |