are there any reliable college scholarship search engines specifically for parents whose kids are changing majors after freshman year
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
are there any reliable college scholarship search engines specifically for parents whose kids are changing majors after freshman year
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
reliable scholarship search engines scholarships by major current college students changing major after freshman year 2026 Google ↗
official scholarship databases CareerOneStop BigFuture Scholarship America current college students major-specific scholarships Google ↗
- Search CareerOneStop · careeronestop.org
- Scholarships for current college students · scholarshipamerica.org
- Browse available scholarships · scholarshipamerica.org
- Search BigFuture · bigfuture.collegeboard.org
- Visit Fastweb · fastweb.com
- Visit Scholarships.com · scholarships.com
- Scholarship Opportunities · mtsa.edu
- Higher Education Resource Guide · treasurer.ca.gov
- Scholarships Resources · thehub.colostate.edu
- Finding Scholarships - Scholarship Success Guide - LibGuides at Miami Dade College Learning Resources · libraryguides.mdc.edu
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
reliable scholarship search engines scholarships by major current college students changing major after freshman year 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
official scholarship databases CareerOneStop BigFuture Scholarship America current college students major-specific scholarships OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |