What are the biggest red flags to watch out for when evaluating for-profit trade schools that claim to offer fast-track vocational certificates?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the biggest red flags to watch out for when evaluating for-profit trade schools that claim to offer fast-track vocational certificates?
2 real searches · 1 real-search pass
FTC advice evaluating vocational career training schools job placement claims student loans accreditation trade schoolsGoogle ↗
OBSERVEDComparison
U.S. Department of Education College Scorecard gainful employment financial value transparency vocational programs accreditation state licensingGoogle ↗
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
FTC advice evaluating vocational career training schools job placement claims student loans accreditation trade schools Google ↗
U.S. Department of Education College Scorecard gainful employment financial value transparency vocational programs accreditation state licensing Google ↗
- U.S. Department of Education – Accreditation · ed.gov
- Florida Department of Business and Professional Regulation · myfloridalicense.com
- Choosing a Vocational School or Certificate Program · consumer.ftc.gov
- Database of Accredited Postsecondary Institutions and Programs · ope.ed.gov
- College Scorecard · collegescorecard.ed.gov
- Occupational Outlook Handbook · bls.gov
- here · fsapartners.ed.gov
- Program Eligibility, Written Arrangements, and Distance Education · fsapartners.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
FTC advice evaluating vocational career training schools job placement claims student loans accreditation trade schools OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
U.S. Department of Education College Scorecard gainful employment financial value transparency vocational programs accreditation state licensing OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |