What are the hidden risks of signing an income share agreement with a coding bootcamp for my daughter, and are there better alternatives for our family budget?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the hidden risks of signing an income share agreement with a coding bootcamp for my daughter, and are there better alternatives for our family budget?
3 real searches · 1 real-search pass
income share agreements coding bootcamp risks consumer protection FTC bootcamp outcomes ISA contract disclosuresGoogle ↗
OBSERVEDConsequence
coding bootcamp income share agreement alternatives community college financial aid apprenticeships 2026Google ↗
OBSERVEDComparison
CFPB income share agreements education loans legal treatment consumerGoogle ↗
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). 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 risks consumer protection FTC bootcamp outcomes ISA contract disclosures Google ↗
coding bootcamp income share agreement alternatives community college financial aid apprenticeships 2026 Google ↗
CFPB income share agreements education loans legal treatment consumer Google ↗
- 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
- Consumer Information and School Reporting · fsapartners.ed.gov
- Apprenticeship.gov · apprenticeship.gov
- What are the different ways to pay for college or graduate school? · consumerfinance.gov
- What are private student loans? · consumerfinance.gov
- Financial Aid for Coding Bootcamps · bestcolleges.com
- Paying for School and Avoiding Scams · consumer.ftc.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 risks consumer protection FTC bootcamp outcomes ISA contract disclosures OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
coding bootcamp income share agreement alternatives community college financial aid apprenticeships 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
CFPB income share agreements education loans legal treatment consumer OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |