Is it smarter for my son to use a niche college scholarship search engine for STEM majors or stick to broad platforms like College Board when hunting for merit based funding this fall?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it smarter for my son to use a niche college scholarship search engine for STEM majors or stick to broad platforms like College Board when hunting for merit based funding this fall?
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). 1 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
College Board BigFuture scholarship search merit scholarships official 2026 STEM scholarships search engine comparison Google ↗
STEM scholarships undergraduate high school seniors professional societies official scholarships eligibility merit 2026 Google ↗
- BigFuture Scholarship Directory · bigfuture.collegeboard.org
- Scholarships and Recognition – Counselors · counselors.collegeboard.org
- ASME scholarships · asme.org
- AIAA scholarships · aiaa.org
- Michigan Society of Professional Engineers · michiganspe.org
- Scholarships · aiaa.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
College Board BigFuture scholarship search merit scholarships official 2026 STEM scholarships search engine comparison OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
STEM scholarships undergraduate high school seniors professional societies official scholarships eligibility merit 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |