Real ChatGPT answer · index seedksW6Pcn0a8scompleteEducation · coding bootcampsinformational

I have zero coding experience and a family of four to support so I need to know the true financial risk of quitting my job for a full time bootcamp.

ChatGPTgpt-62 queries11/1/2026
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Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
I have zero coding experience and a family of four to support so I need to know the true financial risk of quitting my job for a full time bootcamp.
2 real searches · 1 real-search pass
2026 coding bootcamp outcomes job placement rates independent study entry level software developer hiring bootcamp graduates United StatesGoogle ↗
OBSERVEDConsequence
US Department of Labor CareerOneStop software developer outlook 2026 bootcamp financial aid WIOA trainingGoogle ↗
OBSERVEDComparison

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 (2)
Short factOther / navigationalComparison50%Consequence50%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.

Searches and sources

ChatGPT2 real searches · gpt-6
2026 coding bootcamp outcomes job placement rates independent study entry level software developer hiring bootcamp graduates United States Google ↗
US Department of Labor CareerOneStop software developer outlook 2026 bootcamp financial aid WIOA training Google ↗

Queries

2 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 coding bootcamp outcomes job placement rates independent study entry level software developer hiring bootcamp graduates United States
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
US Department of Labor CareerOneStop software developer outlook 2026 bootcamp financial aid WIOA training
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1