Are income share agreements for coding bootcamps actually a scam or do they work out for most career switchers
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are income share agreements for coding bootcamps actually a scam or do they work out for most career switchers
3 real searches · 1 real-search pass
income share agreements coding bootcamps outcomes completion employment rates ISA risks CFPB FTC 2024 2025Google ↗
OBSERVEDReason
coding bootcamp graduate outcomes career switchers employment rates CIRR report 2024Google ↗
OBSERVEDConsequence
income share agreement coding bootcamp lawsuit consumer protection terms income threshold capGoogle ↗
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)
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
income share agreements coding bootcamps outcomes completion employment rates ISA risks CFPB FTC 2024 2025 Google ↗
coding bootcamp graduate outcomes career switchers employment rates CIRR report 2024 Google ↗
income share agreement coding bootcamp lawsuit consumer protection terms income threshold cap Google ↗
- CFPB Takes Action Against Coding Boot Camp BloomTech and CEO Austen Allred for Deceiving Students and Hiding Loan Costs · consumerfinance.gov
- BloomTech Inc., d/b/a Bloom Institute of Technology or BloomTech, f/k/a Lambda, Inc.; and Austen Allred · consumerfinance.gov
- Income Share Agreements to Finance Short-Term Career Training · nocache.mdrc.org
- FEBRUARY 2024 · mdrc.org
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
income share agreements coding bootcamps outcomes completion employment rates ISA risks CFPB FTC 2024 2025 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
coding bootcamp graduate outcomes career switchers employment rates CIRR report 2024 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
income share agreement coding bootcamp lawsuit consumer protection terms income threshold cap OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |