Real ChatGPT answer · index seedJCTubVCRxDQcompleteEducation · financial aid and scholarshipsinformational
How accurate are net price calculators for families who are self employed and have complicated tax returns with lots of deductions
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How accurate are net price calculators for families who are self employed and have complicated tax returns with lots of deductions
2 real searches · 1 real-search pass
college net price calculator self employed business income deductions accuracy FAFSA CSS Profile business assets financial aidGoogle ↗
OBSERVEDOther / navigational
Federal Student Aid FAFSA net price calculator estimate not guarantee self employed income business deductions institutional methodologyGoogle ↗
OBSERVEDReason
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 self employed business income deductions accuracy FAFSA CSS Profile business assets financial aid Google ↗
Federal Student Aid FAFSA net price calculator estimate not guarantee self employed income business deductions institutional methodology Google ↗
- Net Price Calculator Information Center · nces.ed.gov
- In the Right Ballpark? Assessing the Accuracy of Net Price Calculators · files.eric.ed.gov
- CollegeBoard CSS Profile · highered.collegeboard.org
- Understanding A Net Price Estimate · college.harvard.edu
- Net Price Calculator · college.harvard.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college net price calculator self employed business income deductions accuracy FAFSA CSS Profile business assets financial aid OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
Federal Student Aid FAFSA net price calculator estimate not guarantee self employed income business deductions institutional methodology OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |