Comparing income share agreements versus traditional student loans for funding a career change certificate program after being laid off from marketing.
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Comparing income share agreements versus traditional student loans for funding a career change certificate program after being laid off from marketing.
2 real searches · 1 real-search pass
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 (2)
Classes come from the query-classifier (a local Laya model). 2 of 2 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT2 real searches · gpt-6
income share agreements student financing consumer risks legal status 2025 CFPB FTC education certificate programs federal student aid eligibility Google ↗
Federal Student Aid career certificate program eligibility federal loans certificate programs 2026 Google ↗
- [node:id] · studentaid.gov
- Program Eligibility, Written Arrangements, and Distance Education · fsapartners.ed.gov
- What are the different ways to pay for college or graduate school? · consumerfinance.gov
- Income Share Agreements and Private Education Loan Requirements · fsapartners.ed.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
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
income share agreements student financing consumer risks legal status 2025 CFPB FTC education certificate programs federal student aid eligibility OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Federal Student Aid career certificate program eligibility federal loans certificate programs 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Instruction | — | — | 1x of 1 |