Real ChatGPT answer · index seedep6aP74cNGgcompleteEducation · coding bootcampsinformational

What do recent alumni forums say about the current ROI and job placement rates for the Ironhack UX design course this year?

ChatGPTgpt-63 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
What do recent alumni forums say about the current ROI and job placement rates for the Ironhack UX design course this year?
3 real searches · 1 real-search pass
Ironhack UX UI design bootcamp alumni reviews job placement rate 2026 Reddit forumGoogle ↗
OBSERVEDReason
Ironhack UX/UI design employment outcomes job placement rate graduate report 2025 2026Google ↗
OBSERVEDConsequence
Ironhack UX design alumni experience ROI jobs Course Report SwitchUp Reddit 2026Google ↗
OBSERVEDOther / navigational

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 / navigational33%ComparisonConsequence33%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
Ironhack UX UI design bootcamp alumni reviews job placement rate 2026 Reddit forum Google ↗
Ironhack UX/UI design employment outcomes job placement rate graduate report 2025 2026 Google ↗
Ironhack UX design alumni experience ROI jobs Course Report SwitchUp Reddit 2026 Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ironhack UX UI design bootcamp alumni reviews job placement rate 2026 Reddit forum
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
Ironhack UX/UI design employment outcomes job placement rate graduate report 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Ironhack UX design alumni experience ROI jobs Course Report SwitchUp Reddit 2026
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1