Real ChatGPT answer · index seedKtSttgaaULccompleteEducation · coding bootcampscommercial

Ironhack UX design course reviews from recent graduates who had to take out private loans to finance their education

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

The searches the AI actually ran for this prompt.

SEED QUERY
Ironhack UX design course reviews from recent graduates who had to take out private loans to finance their education
3 real searches · 1 real-search pass
Ironhack UX/UI design bootcamp graduate review private loan debt 2024 2025 RedditGoogle ↗
OBSERVEDOther / navigational
Ironhack UX/UI design bootcamp reviews graduates financing loan outcomes complaints 2025Google ↗
OBSERVEDConsequence
Ironhack ISA private loan financing terms Ironhack UX UI bootcamp graduatesGoogle ↗
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 / navigational67%ComparisonConsequence33%ReasonDefinitionInstructionYes / 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 graduate review private loan debt 2024 2025 Reddit Google ↗
Ironhack UX/UI design bootcamp reviews graduates financing loan outcomes complaints 2025 Google ↗
Ironhack ISA private loan financing terms Ironhack UX UI bootcamp graduates Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
Ironhack UX/UI design bootcamp graduate review private loan debt 2024 2025 Reddit
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1
Ironhack UX/UI design bootcamp reviews graduates financing loan outcomes complaints 2025
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
Ironhack ISA private loan financing terms Ironhack UX UI bootcamp graduates
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1