Real ChatGPT answer · index seedIhejVnmGeE0completeEducation · college degreescomparison

which college scholarship search engines are trusted by high school guidance counselors for finding minority STEM grants

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
which college scholarship search engines are trusted by high school guidance counselors for finding minority STEM grants
2 real searches · 1 real-search pass
college scholarship search engines recommended by high school counselors trusted College Board BigFuture Fastweb Scholarships.com guidance counselors minority STEM scholarshipsGoogle ↗
OBSERVED
official minority STEM scholarships high school students UNCF NSBE SHPE AISES APIA HSF scholarship directoriesGoogle ↗
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 2 queries…

Searches and sources

ChatGPT2 real searches · gpt-6
college scholarship search engines recommended by high school counselors trusted College Board BigFuture Fastweb Scholarships.com guidance counselors minority STEM scholarships Google ↗
official minority STEM scholarships high school students UNCF NSBE SHPE AISES APIA HSF scholarship directories Google ↗
  1. Search BigFuture scholarships · bigfuture.collegeboard.org
  2. Search Fastweb · fastweb.com
  3. Search Scholarships.com · scholarships.com
  4. Explore Scholarship America · scholarshipamerica.org
  5. Visit CareerOneStop · careeronestop.org
  6. Scholarship Search Engines · armstrongcenter.org
  7. Scholarship List - All Boys High School · saintjosephregional.org
  8. External Scholarship Sources · csuohio.edu
  9. Search Engines · business.columbia.edu
  10. UNCF scholarship database · uncf.org
  11. NSBE scholarship opportunities · nsbe.org
  12. HSF scholarship program · hsf.net
  13. Visit SHPE · shpe.org
  14. AISES scholarship resources · aises.org
  15. Explore scholarship programs · collegefund.org
  16. Scholarships · swe.org
  17. GEM fellowships · gemfellowship.org
  18. Scholarships · jackierobinson.org
  19. How can I find college scholarships? – BigFuture · bigfuture.collegeboard.org
  20. How to Find and Apply for Scholarships · bigfuture.collegeboard.org
  21. External Scholarship Search Tips and Free Resources · greaterallegheny.psu.edu

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
college scholarship search engines recommended by high school counselors trusted College Board BigFuture Fastweb Scholarships.com guidance counselors minority STEM scholarships
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
official minority STEM scholarships high school students UNCF NSBE SHPE AISES APIA HSF scholarship directories
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1