Are there better alternatives to General Assembly that cost less and have higher job placement rates for beginners?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there better alternatives to General Assembly that cost less and have higher job placement rates for beginners?
8 real searches · 1 real-search pass
2026 coding bootcamp tuition job placement outcomes beginner alternatives General Assembly CareerFoundry Springboard Nucamp Per Scholas Year UpGoogle ↗
OBSERVEDComparison
General Assembly outcomes report 2024 2025 employment rate tuition bootcampGoogle ↗
OBSERVEDReason
Per Scholas outcomes job placement rate free training 2025Google ↗
OBSERVEDConsequence
Nucamp tuition career services job placement outcomes 2025Google ↗
OBSERVEDConsequence
2026 best alternatives to General Assembly bootcamp cost job placement outcomes Per Scholas Merit America NPower Year Up LaunchCodeGoogle ↗
OBSERVEDComparison
Per Scholas outcomes job placement rate tuition free technology training 2025 2026Google ↗
OBSERVEDConsequence
Merit America technology career program cost outcomes job placement 2025Google ↗
OBSERVEDComparison
General Assembly bootcamp tuition outcomes job placement report 2025Google ↗
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 (8)
Classes come from the query-classifier (a local Laya model). 6 of 8 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT8 real searches · gpt-6
2026 coding bootcamp tuition job placement outcomes beginner alternatives General Assembly CareerFoundry Springboard Nucamp Per Scholas Year Up Google ↗
General Assembly outcomes report 2024 2025 employment rate tuition bootcamp Google ↗
Per Scholas outcomes job placement rate free training 2025 Google ↗
Nucamp tuition career services job placement outcomes 2025 Google ↗
2026 best alternatives to General Assembly bootcamp cost job placement outcomes Per Scholas Merit America NPower Year Up LaunchCode Google ↗
Per Scholas outcomes job placement rate tuition free technology training 2025 2026 Google ↗
Merit America technology career program cost outcomes job placement 2025 Google ↗
General Assembly bootcamp tuition outcomes job placement report 2025 Google ↗
- Per Scholas · perscholas.org
- Merit America · meritamerica.org
- LaunchCode · launchcode.org
- NPower · npower.org
- The Odin Project · theodinproject.com
- Dallas Training · perscholas.org
- Impact and Research · perscholas.org
- Frequently Asked Questions · perscholas.org
- How much does Merit America cost? · help.meritamerica.org
- Merit America Cost: Pricing & $0 Upfront Payment Options · meritamerica.org
- General Assembly Reviews and Student Outcomes · coursereport.com
- Can Anyone Learn to Code? A Qualitative Study of Place-Based Information Technology Training Programs · journals.sagepub.com
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
8 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 coding bootcamp tuition job placement outcomes beginner alternatives General Assembly CareerFoundry Springboard Nucamp Per Scholas Year Up OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
General Assembly outcomes report 2024 2025 employment rate tuition bootcamp OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Per Scholas outcomes job placement rate free training 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Nucamp tuition career services job placement outcomes 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
2026 best alternatives to General Assembly bootcamp cost job placement outcomes Per Scholas Merit America NPower Year Up LaunchCode OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Per Scholas outcomes job placement rate tuition free technology training 2025 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
Merit America technology career program cost outcomes job placement 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
General Assembly bootcamp tuition outcomes job placement report 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |