I have a bachelor of arts but I hate sitting at a computer all day, so how do I compare the true cost and ROI of going back to community college versus a for-profit trade school?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I have a bachelor of arts but I hate sitting at a computer all day, so how do I compare the true cost and ROI of going back to community college versus a for-profit trade school?
3 real searches · 1 real-search pass
U.S. Department of Education College Scorecard compare schools program costs earnings graduation rates officialGoogle ↗
OBSERVEDComparison
Federal Student Aid accreditation career school verify accreditation gainful employment 2026 officialGoogle ↗
OBSERVEDOther / navigational
BLS Occupational Outlook Handbook apprenticeships trade occupations median pay 2025Google ↗
OBSERVEDReason
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.
ChatGPT real searches (3)
Classes come from the query-classifier (a local Laya model). 2 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT3 real searches · gpt-6
U.S. Department of Education College Scorecard compare schools program costs earnings graduation rates official Google ↗
Federal Student Aid accreditation career school verify accreditation gainful employment 2026 official Google ↗
BLS Occupational Outlook Handbook apprenticeships trade occupations median pay 2025 Google ↗
- Choosing a Vocational School or Certificate Program · consumer.ftc.gov
- Frequently Asked Questions | National Advisory Committee on Institutional Quality and Integrity · sites.ed.gov
- College Scorecard · collegescorecard.ed.gov
- 4 Things to Consider in Choosing a College or Career School · studentaid.gov
- CFPB Financial Path to Graduation · consumerfinance.gov
- Apprenticeship.gov · apprenticeship.gov
- Bureau of Labor Statistics Occupational Outlook Handbook · bls.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Department of Education College Scorecard compare schools program costs earnings graduation rates official OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Federal Student Aid accreditation career school verify accreditation gainful employment 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
BLS Occupational Outlook Handbook apprenticeships trade occupations median pay 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |