As a parent trying to guide my career-changer son, I want to know which coding bootcamps have the highest verified employment rates for software engineering jobs within six months of completion.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
As a parent trying to guide my career-changer son, I want to know which coding bootcamps have the highest verified employment rates for software engineering jobs within six months of completion.
3 real searches · 1 real-search pass
2025 2026 coding bootcamp employment outcomes six months CIRR reports software engineering placement rates auditedGoogle ↗
OBSERVEDConsequence
CIRR member school outcomes reports 2024 2025 employment rate 180 days software engineering bootcampGoogle ↗
OBSERVEDConsequence
coding bootcamp job placement rates 2025 audited outcomes Launch School Codesmith Hack Reactor App AcademyGoogle ↗
OBSERVEDComparison
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
2025 2026 coding bootcamp employment outcomes six months CIRR reports software engineering placement rates audited Google ↗
CIRR member school outcomes reports 2024 2025 employment rate 180 days software engineering bootcamp Google ↗
coding bootcamp job placement rates 2025 audited outcomes Launch School Codesmith Hack Reactor App Academy Google ↗
- Explore Verified Coding Bootcamp Outcomes · cirr.org
- Join CIRR · cirr.org
- CIRR and Bootcamps · switchup.org
- Firsthand Education · readfirsthand.com
- Codesmith official website · codesmith.io
- Code Platoon official website · codeplatoon.org
- Hacktiv8 official website · hacktiv8.com
- Outcomes (new) · hackreactor.com
- Best Coding Bootcamps for Job Placement 2024 · collegeconsensus.com
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 coding bootcamp employment outcomes six months CIRR reports software engineering placement rates audited OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CIRR member school outcomes reports 2024 2025 employment rate 180 days software engineering bootcamp OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp job placement rates 2025 audited outcomes Launch School Codesmith Hack Reactor App Academy OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |