Real ChatGPT answer · index seedCNpUGxVZNBwcompleteEducation · coding bootcampsbrand

What are the hidden downsides of signing an income share agreement for a coding bootcamp when you already have federal student loans from college?

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

The searches the AI actually ran for this prompt.

SEED QUERY
What are the hidden downsides of signing an income share agreement for a coding bootcamp when you already have federal student loans from college?
3 real searches · 1 real-search pass
income share agreements coding bootcamp consumer risks FTC CFPB contract income threshold arbitration bankruptcy federal student loansGoogle ↗
OBSERVEDComparison
Department of Education income share agreements federal student loan protections private contract consumer guidanceGoogle ↗
OBSERVEDComparison
FTC coding bootcamp income share agreement settlement deceptive job placement outcomesGoogle ↗
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 / navigationalComparison67%Consequence33%ReasonDefinitionInstructionYes / no

Classes come from the query-classifier (a local Laya model). 2 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
income share agreements coding bootcamp consumer risks FTC CFPB contract income threshold arbitration bankruptcy federal student loans Google ↗
Department of Education income share agreements federal student loan protections private contract consumer guidance Google ↗
FTC coding bootcamp income share agreement settlement deceptive job placement outcomes Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
income share agreements coding bootcamp consumer risks FTC CFPB contract income threshold arbitration bankruptcy federal student loans
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
Department of Education income share agreements federal student loan protections private contract consumer guidance
OBSERVED
Google ↗
AI Mode ↗
—Comparison——1x
of 1
FTC coding bootcamp income share agreement settlement deceptive job placement outcomes
OBSERVED
Google ↗
AI Mode ↗
—Consequence——1x
of 1