Real ChatGPT answer · index seedHGBfazN1h8UcompleteEducation · coding bootcampscommercial

My husband is switching careers into tech at age forty and we need to find out which coding bootcamp has the highest verified job placement rate for older adults.

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

The searches the AI actually ran for this prompt.

SEED QUERY
My husband is switching careers into tech at age forty and we need to find out which coding bootcamp has the highest verified job placement rate for older adults.
3 real searches · 1 real-search pass
2026 coding bootcamp verified job placement outcomes CIRR audited reports age demographics older students over 40Google ↗
OBSERVEDConsequence
CIRR member bootcamp outcomes reports 2025 job placement rates coding bootcampGoogle ↗
OBSERVEDConsequence
coding bootcamp graduates age 40 career changer employment outcomes older adultsGoogle ↗
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 job placement outcomes CIRR audited reports age demographics older students over 40 Google ↗
CIRR member bootcamp outcomes reports 2025 job placement rates coding bootcamp Google ↗
coding bootcamp graduates age 40 career changer employment outcomes older adults Google ↗

Queries

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