Real ChatGPT answer · index seedn2x5xoFfRfocompleteEducation · financial aid and scholarshipscomparison
What are the hidden costs I should watch out for when comparing a full ride merit scholarship to a package heavy on student loans
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden costs I should watch out for when comparing a full ride merit scholarship to a package heavy on student loans
2 real searches · 1 real-search pass
Federal Student Aid compare financial aid offers net price scholarships loans work study loan fees interest rates 2026Google ↗
OBSERVEDComparison
Federal Student Aid scholarship renewal requirements satisfactory academic progress federal student loan repayment parent PLUS responsibilityGoogle ↗
OBSERVEDYes / no
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). 1 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
Federal Student Aid compare financial aid offers net price scholarships loans work study loan fees interest rates 2026 Google ↗
Federal Student Aid scholarship renewal requirements satisfactory academic progress federal student loan repayment parent PLUS responsibility Google ↗
- College Scorecard · collegescorecard.ed.gov
- financial aid comparison guide · studentaid.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 |
|---|---|---|---|---|---|---|---|
Federal Student Aid compare financial aid offers net price scholarships loans work study loan fees interest rates 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Federal Student Aid scholarship renewal requirements satisfactory academic progress federal student loan repayment parent PLUS responsibility OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |