Real ChatGPT answer · index seedTkcAwOsr3SkcompleteEducation · college degreesinformational

Are there any aptitude tests or career counseling resources that actually work for undecided freshmen trying to pick a major?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Are there any aptitude tests or career counseling resources that actually work for undecided freshmen trying to pick a major?
2 real searches · 1 real-search pass
evidence based career assessments undecided college students O*NET Interest Profiler Strong Interest Inventory Holland RIASEC university career centerGoogle ↗
OBSERVED
college major exploration career counseling undecided freshmen assessment resources university career servicesGoogle ↗
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
evidence based career assessments undecided college students O*NET Interest Profiler Strong Interest Inventory Holland RIASEC university career center Google ↗
college major exploration career counseling undecided freshmen assessment resources university career services Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
evidence based career assessments undecided college students O*NET Interest Profiler Strong Interest Inventory Holland RIASEC university career center
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
college major exploration career counseling undecided freshmen assessment resources university career services
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1