Real ChatGPT answer · index seedUublG9RTTr4completeEducation · coding bootcampsbrand

How does the cost of a coding bootcamp compare to a community college computer science degree in terms of return on investment?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How does the cost of a coding bootcamp compare to a community college computer science degree in terms of return on investment?
3 real searches · 1 real-search pass
2025 2026 coding bootcamp average tuition cost outcomes job placement report CIRR bootcampGoogle ↗
OBSERVEDConsequence
community college tuition average 2025-26 public two year College Board Trends college pricingGoogle ↗
OBSERVEDReason
BLS software developers occupational outlook 2024 2034 education typical entry levelGoogle ↗
OBSERVEDShort fact

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 fact33%Other / navigationalComparisonConsequence33%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 2026 coding bootcamp average tuition cost outcomes job placement report CIRR bootcamp Google ↗
community college tuition average 2025-26 public two year College Board Trends college pricing Google ↗
BLS software developers occupational outlook 2024 2034 education typical entry level Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2025 2026 coding bootcamp average tuition cost outcomes job placement report CIRR bootcamp
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
community college tuition average 2025-26 public two year College Board Trends college pricing
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
BLS software developers occupational outlook 2024 2034 education typical entry level
OBSERVED
Google ↗
AI Mode ↗
—Short fact——1x
of 1