Real ChatGPT answer · index seediRuRxs8IvzccompleteEducation · tutoringcommercial

Which resources do college counselors recommend for choosing a college major when a student is torn between engineering and fine arts?

ChatGPTgpt-61 query11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Which resources do college counselors recommend for choosing a college major when a student is torn between engineering and fine arts?
1 real search · 1 real-search pass
college counseling resources choosing college major career exploration engineering fine arts Holland interest inventory BigFuture YouScience O*NET college major explorationGoogle ↗
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 1 queries…

Searches and sources

ChatGPT1 real searches · gpt-6
college counseling resources choosing college major career exploration engineering fine arts Holland interest inventory BigFuture YouScience O*NET college major exploration Google ↗
  1. Take the Interest Profiler · mynextmove.org
  2. Explore BigFuture Careers · bigfuture.collegeboard.org
  3. Explore ACT career resources · act.org
  4. Bureau of Labor Statistics Occupational Outlook Handbook · bls.gov
  5. CareerOneStop · careeronestop.org
  6. My Next Move · mynextmove.org
  7. MIT Media Lab · media.mit.edu
  8. Explore Carnegie Mellon · cmu.edu
  9. Brown/RISD Dual Degree Program · brown.edu
  10. Explore Virginia Tech · vt.edu

Queries

1 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
college counseling resources choosing college major career exploration engineering fine arts Holland interest inventory BigFuture YouScience O*NET college major exploration
OBSERVED
Google ↗
AI Mode ↗
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