how do we maximize our chances for need based financial aid and scholarships when our family income is right on the median line
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
how do we maximize our chances for need based financial aid and scholarships when our family income is right on the median line
3 real searches · 1 real-search pass
2026-27 FAFSA Student Aid Index formula income assets family size official Federal Student AidGoogle ↗
OBSERVEDConsequence
CSS Profile institutional financial aid middle income home equity business assets official College BoardGoogle ↗
OBSERVEDOther / navigational
college net price calculator merit scholarships middle income financial aid official Department of EducationGoogle ↗
OBSERVEDComparison
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
2026-27 FAFSA Student Aid Index formula income assets family size official Federal Student Aid Google ↗
CSS Profile institutional financial aid middle income home equity business assets official College Board Google ↗
college net price calculator merit scholarships middle income financial aid official Department of Education Google ↗
- Student Aid Index (SAI) and Pell Grant Eligibility · fsapartners.ed.gov
- School-Determined Requirements · fsapartners.ed.gov
- College Affordability and Transparency Explanation Form · collegecost.ed.gov
- How To Evaluate Your Aid Offers · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026-27 FAFSA Student Aid Index formula income assets family size official Federal Student Aid OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CSS Profile institutional financial aid middle income home equity business assets official College Board OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
college net price calculator merit scholarships middle income financial aid official Department of Education OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |