My son is debating between a self-taught Python route using Udemy versus enrolling in a structured bootcamp like General Assembly, so which makes more financial sense right now?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
My son is debating between a self-taught Python route using Udemy versus enrolling in a structured bootcamp like General Assembly, so which makes more financial sense right now?
3 real searches · 1 real-search pass
General Assembly software engineering bootcamp tuition 2026 cost officialGoogle ↗
OBSERVEDShort fact
Udemy Python course pricing personal plan individual course 2026 officialGoogle ↗
OBSERVEDOther / navigational
General Assembly outcomes job placement career services software engineering bootcamp 2026Google ↗
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). 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
General Assembly software engineering bootcamp tuition 2026 cost official Google ↗
Udemy Python course pricing personal plan individual course 2026 official Google ↗
General Assembly outcomes job placement career services software engineering bootcamp 2026 Google ↗
- The Complete Python Bootcamp From Zero to Hero in Python · tech.udemy.com
- Online Courses - Learn Anything, On Your Schedule · udemy.com
- General Assembly’s 2026 Catalog United States · ga-public-downloads.s3.us-east-1.amazonaws.com
- Software Engineering Bootcamp · generalassemb.ly
- General Assembly Reviews and Student Outcomes · coursereport.com
- Career Services · generalassemb.ly
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
General Assembly software engineering bootcamp tuition 2026 cost official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 | |
Udemy Python course pricing personal plan individual course 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
General Assembly outcomes job placement career services software engineering bootcamp 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |