We need to apply for college financial aid next year, so is FAFSA or the Institutional Methodology better for middle class families?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
We need to apply for college financial aid next year, so is FAFSA or the Institutional Methodology better for middle class families?
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
2027-28 FAFSA opening date rules Federal Student Aid official FAFSA 2027-28 Google ↗
College Board CSS Profile Institutional Methodology home equity parent assets official Google ↗
- What is CSS Profile? – Higher Ed · highered.collegeboard.org
- CollegeBoard CSS Profile · highered.collegeboard.org
- studentaid.gov · studentaid.gov
- Filling Out the FAFSA® Form · studentaid.gov
- Federal FAFSA application · studentaid.gov
- College Board CSS Profile · cssprofile.collegeboard.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2027-28 FAFSA opening date rules Federal Student Aid official FAFSA 2027-28 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
College Board CSS Profile Institutional Methodology home equity parent assets official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |