Real ChatGPT answer · index seed0yrgYjLPnKgcompleteCareers and HR · career changecomparison

Evaluate whether a self taught portfolio backed by free YouTube tutorials is cheaper and just as effective as a paid UX bootcamp for career changers

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Evaluate whether a self taught portfolio backed by free YouTube tutorials is cheaper and just as effective as a paid UX bootcamp for career changers
3 real searches · 1 real-search pass
UX design bootcamp cost 2025 2026 career outcomes job placement report self taught UX hiring portfolio employersGoogle ↗
OBSERVEDConsequence
Google UX Design Professional Certificate cost Coursera 2026 UX design skills portfolio career changeGoogle ↗
OBSERVEDComparison
UX hiring managers portfolio case study skills bootcamp degree requirements UX designer career 2025Google ↗
OBSERVEDReason

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)
Short factOther / navigationalComparison33%Consequence33%Reason33%DefinitionInstructionYes / no

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
UX design bootcamp cost 2025 2026 career outcomes job placement report self taught UX hiring portfolio employers Google ↗
Google UX Design Professional Certificate cost Coursera 2026 UX design skills portfolio career change Google ↗
UX hiring managers portfolio case study skills bootcamp degree requirements UX designer career 2025 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
UX design bootcamp cost 2025 2026 career outcomes job placement report self taught UX hiring portfolio employers
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Google UX Design Professional Certificate cost Coursera 2026 UX design skills portfolio career change
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
UX hiring managers portfolio case study skills bootcamp degree requirements UX designer career 2025
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1