I am choosing between an ISA and a personal loan for a coding bootcamp today, so what are the actual hidden drawbacks of income share agreements?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am choosing between an ISA and a personal loan for a coding bootcamp today, so what are the actual hidden drawbacks of income share agreements?
3 real searches · 1 real-search pass
income share agreements coding bootcamp hidden risks consumer protection cap payment threshold duration bankruptcy legal status 2026Google ↗
OBSERVEDReason
CFPB income share agreements consumer advisory income share agreements debt treatmentGoogle ↗
OBSERVEDReason
California income share agreement coding bootcamp law consumer protectionGoogle ↗
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 bootcamp hidden risks consumer protection cap payment threshold duration bankruptcy legal status 2026 Google ↗
CFPB income share agreements consumer advisory income share agreements debt treatment Google ↗
California income share agreement coding bootcamp law consumer protection Google ↗
- Paying for School and Avoiding Scams · consumer.ftc.gov
- CFPB Takes Action Against Coding Boot Camp BloomTech and CEO Austen Allred for Deceiving Students and Hiding Loan Costs · consumerfinance.gov
- What are the different ways to pay for college or graduate school? · consumerfinance.gov
- CFPB Takes Action Against Student Lender for Misleading Borrowers about Income Share Agreements · consumerfinance.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
income share agreements coding bootcamp hidden risks consumer protection cap payment threshold duration bankruptcy legal status 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
CFPB income share agreements consumer advisory income share agreements debt treatment OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
California income share agreement coding bootcamp law consumer protection OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |