Real ChatGPT answer · index seedAAp7wNxhiMIcompleteEducation · tutoringbrand

I am a mid-career professional looking at going back to school; how do I systematically evaluate choosing a college major with the highest return on investment?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I am a mid-career professional looking at going back to school; how do I systematically evaluate choosing a college major with the highest return on investment?
3 real searches · 1 real-search pass
U.S. college majors return on investment lifetime earnings by major Georgetown CEW 2025Google ↗
OBSERVED
BLS occupational outlook handbook fastest growing occupations 2024 2034 median pay education requirementsGoogle ↗
OBSERVED
College Scorecard compare fields of study earnings debt data official Department of EducationGoogle ↗
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 3 queries…

Searches and sources

ChatGPT3 real searches · gpt-6
U.S. college majors return on investment lifetime earnings by major Georgetown CEW 2025 Google ↗
BLS occupational outlook handbook fastest growing occupations 2024 2034 median pay education requirements Google ↗
College Scorecard compare fields of study earnings debt data official Department of Education Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
U.S. college majors return on investment lifetime earnings by major Georgetown CEW 2025
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
BLS occupational outlook handbook fastest growing occupations 2024 2034 median pay education requirements
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1
College Scorecard compare fields of study earnings debt data official Department of Education
OBSERVED
Google ↗
AI Mode ↗
————1x
of 1