What is the typical return on investment for small business owners who graduate from a coding bootcamp to build their own tech?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What is the typical return on investment for small business owners who graduate from a coding bootcamp to build their own tech?
2 real searches · 1 real-search pass
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
coding bootcamp outcomes report 2025 tuition cost graduate employment outcomes CIRR Google ↗
small business custom software development cost no-code build in-house ROI developer salary savings Google ↗
- Are Coding Bootcamps Worth It in 2025? · coursereport.com
- Explore Verified Coding Bootcamp Outcomes · cirr.org
- Make Informed Decisions About Bootcamps · cirr.org
- CODING BOOTCAMPS: · documents.worldbank.org
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
coding bootcamp outcomes report 2025 tuition cost graduate employment outcomes CIRR OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
small business custom software development cost no-code build in-house ROI developer salary savings OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |