Real ChatGPT answer · index seedW2pVwNmS2NMcompleteEducation · tutoringcommercial

What factors should a sophomore consider when using online advising tools to choose a college major that pays well

ChatGPTgpt-61 query11/1/2026
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The searches the AI actually ran for this prompt.

SEED QUERY
What factors should a sophomore consider when using online advising tools to choose a college major that pays well
1 real search · 1 real-search pass
official resources compare college majors earnings employment outcomes College Scorecard BLS Occupational Outlook Handbook O*NET interest profilerGoogle ↗
OBSERVED

Badge and edge weight = share of passes that produced the query. Hover a query for its intent and routing format.

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Google's semantic query class for every sub-query: what kind of answer each search is after, simulated vs real.

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Searches and sources

ChatGPT1 real searches · gpt-6
official resources compare college majors earnings employment outcomes College Scorecard BLS Occupational Outlook Handbook O*NET interest profiler Google ↗

Queries

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Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
official resources compare college majors earnings employment outcomes College Scorecard BLS Occupational Outlook Handbook O*NET interest profiler
OBSERVED
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