Real ChatGPT answer · index seedNf1b5WIMylwcompleteEducation · coding bootcampscommercial

How do income share agreements work at top coding bootcamps and are they actually better than paying upfront for a recent college grad with zero savings?

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

The searches the AI actually ran for this prompt.

SEED QUERY
How do income share agreements work at top coding bootcamps and are they actually better than paying upfront for a recent college grad with zero savings?
3 real searches · 1 real-search pass
2026 current coding bootcamp income share agreement ISA programs terms deferred tuition outcomes 2026Google ↗
OBSERVEDConsequence
coding bootcamp ISA closure current offerings 2025 2026 General Assembly App Academy Springboard FlatironGoogle ↗
OBSERVEDComparison
consumer protection income share agreements coding bootcamps CFPB ISAGoogle ↗
OBSERVEDOther / navigational

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 / navigational33%Comparison33%Consequence33%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 current coding bootcamp income share agreement ISA programs terms deferred tuition outcomes 2026 Google ↗
coding bootcamp ISA closure current offerings 2025 2026 General Assembly App Academy Springboard Flatiron Google ↗
consumer protection income share agreements coding bootcamps CFPB ISA Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
2026 current coding bootcamp income share agreement ISA programs terms deferred tuition outcomes 2026
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1
coding bootcamp ISA closure current offerings 2025 2026 General Assembly App Academy Springboard Flatiron
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
consumer protection income share agreements coding bootcamps CFPB ISA
OBSERVED
Google ↗
AI Mode ↗
—Other / navigational——1x
of 1