Comparing the total cost and time commitment of a coding bootcamp versus self-taught online courses for a low income career changer.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing the total cost and time commitment of a coding bootcamp versus self-taught online courses for a low income career changer.
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
2026 coding bootcamp average tuition cost outcomes CIRR bootcamp cost United States Google ↗
free coding courses official freeCodeCamp CS50 The Odin Project career changer Google ↗
- Explore freeCodeCamp · freecodecamp.org
- Explore The Odin Project · theodinproject.com
- Explore Harvard CS50 · cs50.harvard.edu
- Explore Microsoft Learn · learn.microsoft.com
- General Assembly’s 2026 Catalog United States · ga-public-downloads.s3.us-east-1.amazonaws.com
- Are Coding Bootcamps Worth It in 2026? What the Data Says · boot.dev
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 coding bootcamp average tuition cost outcomes CIRR bootcamp cost United States OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
free coding courses official freeCodeCamp CS50 The Odin Project career changer OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 |