Can you compare the job placement support and alumni networks of top-tier coding bootcamps to see which one gets developers hired the fastest?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Can you compare the job placement support and alumni networks of top-tier coding bootcamps to see which one gets developers hired the fastest?
6 real searches · 1 real-search pass
2025 2026 coding bootcamp outcomes reports time to employment Codesmith Hack Reactor App Academy General Assembly Flatiron School alumni career servicesGoogle ↗
OBSERVEDConsequence
CIRR outcomes reports bootcamp employment methodology 180 days 2024 2025Google ↗
OBSERVEDConsequence
Codesmith outcomes report employment rate median time to employment alumni network career supportGoogle ↗
OBSERVEDConsequence
Hack Reactor outcomes report job placement rate 2024 2025 career services alumniGoogle ↗
OBSERVEDConsequence
App Academy outcomes report employment rate job search time career services alumni networkGoogle ↗
OBSERVEDConsequence
General Assembly outcomes report employment rate 2024 2025 career coaching alumni networkGoogle ↗
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 (6)
Classes come from the query-classifier (a local Laya model). 5 of 6 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT6 real searches · gpt-6
2025 2026 coding bootcamp outcomes reports time to employment Codesmith Hack Reactor App Academy General Assembly Flatiron School alumni career services Google ↗
CIRR outcomes reports bootcamp employment methodology 180 days 2024 2025 Google ↗
Codesmith outcomes report employment rate median time to employment alumni network career support Google ↗
Hack Reactor outcomes report job placement rate 2024 2025 career services alumni Google ↗
App Academy outcomes report employment rate job search time career services alumni network Google ↗
General Assembly outcomes report employment rate 2024 2025 career coaching alumni network Google ↗
- Coding Bootcamp Jobs - Career Alumni Network · techelevator.com
- Outcomes Reporting · techelevator.com
- Tech Elevator Alumni · techelevator.com
- Student Hiring Outcomes · fullstackacademy.com
- Outcomes Information · appacademy.io
- Career Services · flatironschool.com
- Outcomes (new) · hackreactor.com
- Hack Reactor · hackreactor.com
- Are Coding Bootcamps Worth It in 2026? What the Data Says · boot.dev
- Explore Verified Coding Bootcamp Outcomes · cirr.org
Semantic map
Every query placed by meaning (EmbeddingGemma 2, 256-d). Shaded regions are topics, nearby points are near-paraphrases, and a circle's size is how often the query came back.
Colour
SimulatedReal search
Hover a query to see its counterpart · zoom with Ctrl/⌘ + scroll, a pinch, double-click or +
Queries
6 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2025 2026 coding bootcamp outcomes reports time to employment Codesmith Hack Reactor App Academy General Assembly Flatiron School alumni career services OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
CIRR outcomes reports bootcamp employment methodology 180 days 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Codesmith outcomes report employment rate median time to employment alumni network career support OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Hack Reactor outcomes report job placement rate 2024 2025 career services alumni OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
App Academy outcomes report employment rate job search time career services alumni network OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
General Assembly outcomes report employment rate 2024 2025 career coaching alumni network OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |