Real ChatGPT answer · index seedO3p4LeZKVc0completeEducation · financial aid and scholarshipscommercial

Which scholarship search engines are recommended by high school guidance counselors for finding legitimate merit-based awards for average students

ChatGPTgpt-62 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which scholarship search engines are recommended by high school guidance counselors for finding legitimate merit-based awards for average students
2 real searches · 1 real-search pass
high school counselors recommended scholarship search websites legitimate merit scholarships average students College Board BigFuture Fastweb Going Merry Scholarship AmericaGoogle ↗
OBSERVEDOther / navigational
school counselor advice scholarship search engines legitimate scholarships avoid scams average GPA merit awardsGoogle ↗
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 (2)
Short factOther / navigational100%ComparisonConsequenceReasonDefinitionInstructionYes / no

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
high school counselors recommended scholarship search websites legitimate merit scholarships average students College Board BigFuture Fastweb Going Merry Scholarship America Google ↗
school counselor advice scholarship search engines legitimate scholarships avoid scams average GPA merit awards Google ↗
  1. BigFuture Scholarship Directory · bigfuture.collegeboard.org
  2. Fastweb · fastweb.com
  3. Browse Scholarships · scholarshipamerica.org
  4. Going Merry · goingmerry.com
  5. Scholarship Finder · careeronestop.org
  6. Scholarships.com · scholarships.com
  7. Niche Scholarships · niche.com
  8. Post-Secondary Planning · boh.bvsd.org
  9. Reputable Scholarship Sites · fordham.edu
  10. Get Scholarship Help With These Basics and Tips · studentaid.gov
  11. MappingYourFutureScholarshipTips · mappingyourfuture.org
  12. How to Find and Apply for Scholarships · bigfuture.collegeboard.org
  13. Tips for Your Scholarship Search · scholarshipamerica.org
  14. How To Avoid Scholarship and Financial Aid Scams · consumer.ftc.gov
  15. FAFSA Myths & Scams · hesc.ny.gov

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
high school counselors recommended scholarship search websites legitimate merit scholarships average students College Board BigFuture Fastweb Going Merry Scholarship America
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
school counselor advice scholarship search engines legitimate scholarships avoid scams average GPA merit awards
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1