Which scholarship search engines and grant platforms have the best success rates for helping middle class families pay college tuition costs without massive debt
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Which scholarship search engines and grant platforms have the best success rates for helping middle class families pay college tuition costs without massive debt
3 real searches · 1 real-search pass
best scholarship search engines 2026 Fastweb BigFuture Going Merry Scholarships.com College Board official free scholarship matchingGoogle ↗
OBSERVEDComparison
middle income families college grants merit aid FAFSA state grants institutional scholarships 2026 official StudentAid.gov College BoardGoogle ↗
OBSERVEDReason
scholarship platform award statistics success rates Going Merry Bold.org ScholarshipOwl Fastweb independently verifiedGoogle ↗
OBSERVEDOther / navigational
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). 2 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
best scholarship search engines 2026 Fastweb BigFuture Going Merry Scholarships.com College Board official free scholarship matching Google ↗
middle income families college grants merit aid FAFSA state grants institutional scholarships 2026 official StudentAid.gov College Board Google ↗
scholarship platform award statistics success rates Going Merry Bold.org ScholarshipOwl Fastweb independently verified Google ↗
- Search BigFuture scholarships · bigfuture.collegeboard.org
- How does Scholarship Search work? – BigFuture · bigfuture.collegeboard.org
- Visit Going Merry · goingmerry.com
- 6 Best Websites to Find College Scholarships in 2026 · cnbc.com
- 6 Best Scholarship Websites for College in 2026 · money.com
- Bold.org Impact — $18.2M+ Disbursed to 9,157 Students · bold.org
- Applying for financial aid · consumerfinance.gov
- MappingYourFutureScholarshipTips · mappingyourfuture.org
- Visit Fastweb · fastweb.com
- Visit Scholarships.com · scholarships.com
- Visit Bold.org · bold.org
- Federal Student Aid · studentaid.gov
- CareerOneStop Scholarship Finder · careeronestop.org
- Scholarship America · scholarshipamerica.org
- Dollars for Scholars · public.dollarsforscholars.org
- Raise.me · raise.me
- Explore Virginia financial aid programs · schev.edu
- Federal & State Financial Aid | Virginia State Council Of Higher Education, VA · schev.edu
- Don’t Miss Out on Federal Pell Grants · studentaid.gov
- FAFSA® Application · studentaid.gov
- How To Evaluate Your Aid Offers · studentaid.gov
- 4 Things to Consider in Choosing a College or Career School · studentaid.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best scholarship search engines 2026 Fastweb BigFuture Going Merry Scholarships.com College Board official free scholarship matching OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
middle income families college grants merit aid FAFSA state grants institutional scholarships 2026 official StudentAid.gov College Board OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
scholarship platform award statistics success rates Going Merry Bold.org ScholarshipOwl Fastweb independently verified OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |