Can you compare the hourly earning potential after completing a two year community college associate degree versus a fast track certificate at a vocational school?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the hourly earning potential after completing a two year community college associate degree versus a fast track certificate at a vocational school?
2 real searches · 1 real-search pass
U.S. Bureau of Labor Statistics earnings by educational attainment associate degree postsecondary nondegree award occupational wages 2025Google ↗
OBSERVEDShort fact
BLS occupational outlook associate degree careers vocational certificate careers median hourly wage electricians HVAC dental hygienists radiologic technologistsGoogle ↗
OBSERVEDShort fact
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
U.S. Bureau of Labor Statistics earnings by educational attainment associate degree postsecondary nondegree award occupational wages 2025 Google ↗
BLS occupational outlook associate degree careers vocational certificate careers median hourly wage electricians HVAC dental hygienists radiologic technologists Google ↗
- Employment, wages, and projected change in employment by typical entry-level education : U.S. Bureau of Labor Statistics · bls.gov
- Two-year degrees · Careers without a four-year degree · vocationalindex.com
- Radiologic and MRI Technologists : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · dejavu.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
U.S. Bureau of Labor Statistics earnings by educational attainment associate degree postsecondary nondegree award occupational wages 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
BLS occupational outlook associate degree careers vocational certificate careers median hourly wage electricians HVAC dental hygienists radiologic technologists OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |