Are there any legal loopholes in typical coding bootcamp income share agreements that I should watch out for before accepting an offer today
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Are there any legal loopholes in typical coding bootcamp income share agreements that I should watch out for before accepting an offer today
3 real searches · 1 real-search pass
2026 US coding bootcamp income share agreement legal regulation consumer protection FTC CFPB state laws enforceabilityGoogle ↗
OBSERVEDOther / navigational
income share agreement coding bootcamp lawsuit arbitration repayment cap salary threshold unemployment contract termsGoogle ↗
OBSERVEDReason
Virginia income share agreement consumer protection law education bootcamp ISAGoogle ↗
OBSERVEDComparison
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
2026 US coding bootcamp income share agreement legal regulation consumer protection FTC CFPB state laws enforceability Google ↗
income share agreement coding bootcamp lawsuit arbitration repayment cap salary threshold unemployment contract terms Google ↗
Virginia income share agreement consumer protection law education bootcamp ISA Google ↗
- State Partners and CFPB Sue Prehired For Illegal Student Lending Practices · consumerfinance.gov
- Prehired LLC · consumerfinance.gov
- Consumer Financial Protection Circular 2024-03: Unlawful and unenforceable contract terms and conditions · consumerfinance.gov
- BloomTech Inc., d/b/a Bloom Institute of Technology or BloomTech, f/k/a Lambda, Inc.; and Austen Allred · consumerfinance.gov
- CFPB Takes Action Against Coding Boot Camp BloomTech and CEO Austen Allred for Deceiving Students and Hiding Loan Costs · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 US coding bootcamp income share agreement legal regulation consumer protection FTC CFPB state laws enforceability OBSERVED | Google ↗ AI Mode ↗ | — | Other / navigational | — | — | 1x of 1 | |
income share agreement coding bootcamp lawsuit arbitration repayment cap salary threshold unemployment contract terms OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Virginia income share agreement consumer protection law education bootcamp ISA OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |