Real ChatGPT answer · index seedGQ0fKebj7mMcompleteEducation · certificationscommercial

Which online coding bootcamp has the highest verified job placement rate for career switchers over forty years old?

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

The searches the AI actually ran for this prompt.

SEED QUERY
Which online coding bootcamp has the highest verified job placement rate for career switchers over forty years old?
3 real searches · 1 real-search pass
2026 coding bootcamp verified outcomes CIRR audited job placement rates age demographics over 40 career changersGoogle ↗
OBSERVEDConsequence
CIRR member bootcamp outcomes reports 2024 2025 employment rates software engineeringGoogle ↗
OBSERVEDConsequence
coding bootcamp graduate employment outcomes age 40 older career changers placement rateGoogle ↗
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)
Short factOther / navigationalComparisonConsequence100%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
2026 coding bootcamp verified outcomes CIRR audited job placement rates age demographics over 40 career changers Google ↗
CIRR member bootcamp outcomes reports 2024 2025 employment rates software engineering Google ↗
coding bootcamp graduate employment outcomes age 40 older career changers placement rate Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 coding bootcamp verified outcomes CIRR audited job placement rates age demographics over 40 career changers
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
CIRR member bootcamp outcomes reports 2024 2025 employment rates software engineering
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
coding bootcamp graduate employment outcomes age 40 older career changers placement rate
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1