Real ChatGPT answer · index seediA3QOzcjthUcompleteCareers and HR · career changecommercial

Can you compare the actual ROI of an online MBA versus a specialized tech bootcamp for someone trying to pivot careers at age forty with a family to support

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

The searches the AI actually ran for this prompt.

SEED QUERY
Can you compare the actual ROI of an online MBA versus a specialized tech bootcamp for someone trying to pivot careers at age forty with a family to support
3 real searches · 1 real-search pass
2025 online MBA tuition cost salary outcomes graduate employment report online MBA ROI United StatesGoogle ↗
OBSERVEDConsequence
2025 coding bootcamp outcomes employment rates CIRR report tuition salary outcomes career changersGoogle ↗
OBSERVEDConsequence
BLS Occupational Outlook Handbook software developers management analysts computer and information systems managers 2024 median payGoogle ↗
OBSERVEDReason

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 / navigationalComparisonConsequence67%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
2025 online MBA tuition cost salary outcomes graduate employment report online MBA ROI United States Google ↗
2025 coding bootcamp outcomes employment rates CIRR report tuition salary outcomes career changers Google ↗
BLS Occupational Outlook Handbook software developers management analysts computer and information systems managers 2024 median pay Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 online MBA tuition cost salary outcomes graduate employment report online MBA ROI United States
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
2025 coding bootcamp outcomes employment rates CIRR report tuition salary outcomes career changers
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
BLS Occupational Outlook Handbook software developers management analysts computer and information systems managers 2024 median pay
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1