Real ChatGPT answer · index seed3IlxjyuCK9UcompleteEducation · coding bootcampscommercial

Are income share agreements a predatory financial trap for retirees, or do reputable coding bootcamps still use them fairly to help students get a software engineering job?

ChatGPTgpt-63 queries11/1/2026
Download run

Fan-out diagram

The searches the AI actually ran for this prompt.

SEED QUERY
Are income share agreements a predatory financial trap for retirees, or do reputable coding bootcamps still use them fairly to help students get a software engineering job?
3 real searches · 1 real-search pass
US income share agreements coding bootcamps CFPB FTC lawsuits regulations 2025 2026Google ↗
OBSERVEDReason
coding bootcamp income share agreement current programs 2026 ISA terms schoolGoogle ↗
OBSERVEDDefinition
CFPB income share agreements advisory opinion 2021 consumer risks educationGoogle ↗
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 / navigationalComparisonConsequenceReason67%Definition33%InstructionYes / 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
US income share agreements coding bootcamps CFPB FTC lawsuits regulations 2025 2026 Google ↗
coding bootcamp income share agreement current programs 2026 ISA terms school Google ↗
CFPB income share agreements advisory opinion 2021 consumer risks education Google ↗

Queries

3 queries · click a column to sort
Query / typeSearchIntentQuery classRouting formatClusterFreq ↓Weight
US income share agreements coding bootcamps CFPB FTC lawsuits regulations 2025 2026
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1
coding bootcamp income share agreement current programs 2026 ISA terms school
OBSERVED
Google ↗
AI Mode ↗
—Definition——1x
of 1
CFPB income share agreements advisory opinion 2021 consumer risks education
OBSERVED
Google ↗
AI Mode ↗
—Reason——1x
of 1