Which college scholarship search engines currently offer the most robust filtering options for low income students pursuing STEM degrees at four year universities?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which college scholarship search engines currently offer the most robust filtering options for low income students pursuing STEM degrees at four year universities?
5 real searches · 1 real-search pass
college scholarship search engines filters income level STEM major four-year college eligibility filters 2026Google ↗
OBSERVED
Scholarships.com filters major financial need degree level school type search scholarships filtersGoogle ↗
OBSERVED
Bold.org scholarship search filters major income level STEM collegeGoogle ↗
OBSERVED
College Board BigFuture scholarship search filters major financial needGoogle ↗
OBSERVED
CareerOneStop scholarship finder filters field of study financial needGoogle ↗
OBSERVED
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.
Classifying 5 queries…
Searches and sources
ChatGPT5 real searches · gpt-6
college scholarship search engines filters income level STEM major four-year college eligibility filters 2026 Google ↗
Scholarships.com filters major financial need degree level school type search scholarships filters Google ↗
Bold.org scholarship search filters major income level STEM college Google ↗
College Board BigFuture scholarship search filters major financial need Google ↗
CareerOneStop scholarship finder filters field of study financial need Google ↗
- Search Scholarship America · scholarshipamerica.org
- Search Scholarships.com · scholarships.com
- Scholarships By Academic Major · scholarships.com
- Search CareerOneStop · careeronestop.org
- Scholarship Finder · cloudfront.careeronestop.org
- Scholarship Finder · cloudfront.careeronestop.org
- Search BigFuture · bigfuture.collegeboard.org
- How does Scholarship Search work? – BigFuture · bigfuture.collegeboard.org
- Scholarship Search · privacy.collegeboard.org
- Search Bold.org · bold.org
- CollegeData Scholarship Finder · collegedata.com
- Fastweb · fastweb.com
- Scholarship Finder Help · collegedata.com
- Scholarship Search Options · fhhs.sjisd.wednet.edu
Queries
5 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
college scholarship search engines filters income level STEM major four-year college eligibility filters 2026 OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Scholarships.com filters major financial need degree level school type search scholarships filters OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
Bold.org scholarship search filters major income level STEM college OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
College Board BigFuture scholarship search filters major financial need OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
CareerOneStop scholarship finder filters field of study financial need OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |