As a recent college grad who feels burned out by academic theory, how do I compare the long-term career ROI of a traditional community college versus an intensive trade school
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a recent college grad who feels burned out by academic theory, how do I compare the long-term career ROI of a traditional community college versus an intensive trade school
3 real searches · 1 real-search pass
2026 community college tuition average public two-year college cost College Board 2025 2026Google ↗
OBSERVEDShort fact
BLS occupational outlook handbook electricians HVAC technicians dental hygienists welders median pay 2025Google ↗
OBSERVEDShort fact
US Department of Education College Scorecard community college trade school earnings outcomes apprenticeship ROI dataGoogle ↗
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
2026 community college tuition average public two-year college cost College Board 2025 2026 Google ↗
BLS occupational outlook handbook electricians HVAC technicians dental hygienists welders median pay 2025 Google ↗
US Department of Education College Scorecard community college trade school earnings outcomes apprenticeship ROI data Google ↗
- Trends in College Pricing and Student Aid Report: Published Tuition Prices at Public Institutions and Annual Federal Borrowing Increase by Less than 1% Beyond Inflation · newsroom.collegeboard.org
- Trends in College Pricing 2025 · research.collegeboard.org
- The Impact of Registered and Unregistered Apprenticeship: Evidence from the Scaling Apprenticeship and Closing the Skills Gap Grants · dol.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 community college tuition average public two-year college cost College Board 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
BLS occupational outlook handbook electricians HVAC technicians dental hygienists welders median pay 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
US Department of Education College Scorecard community college trade school earnings outcomes apprenticeship ROI data OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |