I just graduated with a liberal arts degree and want to know which coding bootcamp has the best career switch success rate.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I just graduated with a liberal arts degree and want to know which coding bootcamp has the best career switch success rate.
3 real searches · 1 real-search pass
best coding bootcamps job placement outcomes independently verified CIRR 2026 career changeGoogle ↗
OBSERVEDConsequence
2025 2026 coding bootcamp graduate outcomes reports CIRR job placement rates General Assembly Hack Reactor App Academy CodesmithGoogle ↗
OBSERVEDConsequence
CIRR member schools outcomes reports audited employment outcomes 2025 coding bootcampGoogle ↗
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). 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
best coding bootcamps job placement outcomes independently verified CIRR 2026 career change Google ↗
2025 2026 coding bootcamp graduate outcomes reports CIRR job placement rates General Assembly Hack Reactor App Academy Codesmith Google ↗
CIRR member schools outcomes reports audited employment outcomes 2025 coding bootcamp Google ↗
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
best coding bootcamps job placement outcomes independently verified CIRR 2026 career change OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2025 2026 coding bootcamp graduate outcomes reports CIRR job placement rates General Assembly Hack Reactor App Academy Codesmith OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CIRR member schools outcomes reports audited employment outcomes 2025 coding bootcamp OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |