My daughter wants to know if dropping out of college to attend a coding bootcamp is smarter than finishing her current degree, especially given the current tech job market in our state.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My daughter wants to know if dropping out of college to attend a coding bootcamp is smarter than finishing her current degree, especially given the current tech job market in our state.
3 real searches · 1 real-search pass
Virginia technology job market 2026 software developer hiring entry level tech employment Virginia 2026Google ↗
OBSERVEDShort fact
Virginia software developer employment projections wages BLS 2024 2034 bootcamp outcomes degree hiring requirements 2025 2026Google ↗
OBSERVEDShort fact
coding bootcamp outcomes report 2025 employment rates methodology CIRRGoogle ↗
OBSERVEDConsequence
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). 3 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
Virginia technology job market 2026 software developer hiring entry level tech employment Virginia 2026 Google ↗
Virginia software developer employment projections wages BLS 2024 2034 bootcamp outcomes degree hiring requirements 2025 2026 Google ↗
coding bootcamp outcomes report 2025 employment rates methodology CIRR Google ↗
- Virginia Employment Trends: 15-1252.00 · onetonline.org
- Richmond jobs face growing AI impact, especially for young workers · axios.com
- Software Developers, Quality Assurance Analysts, and Testers : Occupational Outlook Handbook: : U.S. Bureau of Labor Statistics · bls.gov
- Explore Verified Coding Bootcamp Outcomes · cirr.org
- Make Informed Decisions About Bootcamps · cirr.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
Virginia technology job market 2026 software developer hiring entry level tech employment Virginia 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Virginia software developer employment projections wages BLS 2024 2034 bootcamp outcomes degree hiring requirements 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
coding bootcamp outcomes report 2025 employment rates methodology CIRR OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |