Real ChatGPT answer · index seed4UK0VlR5eDUcompleteEducation · financial aid and scholarshipscommercial
How accurate are the net price calculators for private colleges versus public universities when you have a complex self employed income situation?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are the net price calculators for private colleges versus public universities when you have a complex self employed income situation?
3 real searches · 1 real-search pass
college net price calculator accuracy self employed income business assets limitations private colleges public universitiesGoogle ↗
OBSERVEDReason
Federal Student Aid net price calculator estimates limitations family financial circumstances business incomeGoogle ↗
OBSERVEDReason
College Board CSS Profile business farm income self employed financial aid business valuationGoogle ↗
OBSERVEDOther / navigational
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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
college net price calculator accuracy self employed income business assets limitations private colleges public universities Google ↗
Federal Student Aid net price calculator estimates limitations family financial circumstances business income Google ↗
College Board CSS Profile business farm income self employed financial aid business valuation Google ↗
- Financial Tools and Calculators · studentfinance.northeastern.edu
- Net Price Calculator | Student Financial Services · bates.edu
- Financial Aid - Undergraduate Admission · bc.edu
- School-Determined Requirements · fsapartners.ed.gov
- 2026–27 FAFSA Form and Pell Grant Eligibility Updates · fsapartners.ed.gov
- Filling Out the FAFSA Form · fsapartners.ed.gov
- Net Price Calculator Information Center · nces.ed.gov
- College Affordability and Transparency Explanation Form · collegecost.ed.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college net price calculator accuracy self employed income business assets limitations private colleges public universities OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid net price calculator estimates limitations family financial circumstances business income OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
College Board CSS Profile business farm income self employed financial aid business valuation OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |