Real ChatGPT answer · index seedb9vx9VNRSfgcompleteEducation · financial aid and scholarshipsinformational
Where can I find reliable, up-to-date data on average starting salaries for my major to determine how much student debt is safe to take on?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Where can I find reliable, up-to-date data on average starting salaries for my major to determine how much student debt is safe to take on?
3 real searches · 1 real-search pass
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
2026 starting salary by college major NACE salary survey 2025 2026 official Google ↗
College Scorecard field of study earnings debt data official Department Education Google ↗
New York Fed college labor market outcomes by major unemployment underemployment wages Google ↗
- BLS Occupational Outlook Handbook · bls.gov
- BLS Occupational Employment Statistics · bls.gov
- Visit College Scorecard · collegescorecard.ed.gov
- Visit NACE · naceweb.org
- College Labor Market data · newyorkfed.org
- Visit PayScale · payscale.com
- The Labor Market for Recent College Graduates · newyorkfed.org
- The Labor Market for Recent College Graduates · newyorkfed.org
- Starting Salaries Climb for the Class of 2025 · naceweb.org
- Winter 2026 Salary Survey · naceweb.org
- Salaries Expected to Climb for Class of 2026 Grads Despite Flat Hiring · naceweb.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 starting salary by college major NACE salary survey 2025 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
College Scorecard field of study earnings debt data official Department Education OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
New York Fed college labor market outcomes by major unemployment underemployment wages OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |