What are the tax implications of income share agreements offered by coding bootcamps, and how do they affect loan eligibility when buying a house later?
Download run
Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the tax implications of income share agreements offered by coding bootcamps, and how do they affect loan eligibility when buying a house later?
4 real searches · 1 real-search pass
IRS cancellation of debt income student loan forgiveness tax treatment 2026 IRS Publication 4681Google ↗
OBSERVEDReason
IRS student loan interest deduction qualified student loan requirements Publication 970Google ↗
OBSERVEDReason
Fannie Mae selling guide debt obligations income share agreement debt to income ratio student loan paymentsGoogle ↗
OBSERVEDComparison
Freddie Mac guide contingent liabilities income share agreement mortgage debt to income ratioGoogle ↗
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 (4)
Classes come from the query-classifier (a local Laya model). 4 of 4 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT4 real searches · gpt-6
IRS cancellation of debt income student loan forgiveness tax treatment 2026 IRS Publication 4681 Google ↗
IRS student loan interest deduction qualified student loan requirements Publication 970 Google ↗
Fannie Mae selling guide debt obligations income share agreement debt to income ratio student loan payments Google ↗
Freddie Mac guide contingent liabilities income share agreement mortgage debt to income ratio Google ↗
- IRS Publication 4681 · irs.gov
- Topic no. 431, Canceled debt – Is it taxable or not? · irs.gov
- IRS Publication 970 · irs.gov
- Debt-to-Income Ratios · selling-guide.fanniemae.com
- Debt-to-Income Ratios · guide-selling.fanniemae.com
- Monthly Debt Obligations · selling-guide.fanniemae.com
Queries
4 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS cancellation of debt income student loan forgiveness tax treatment 2026 IRS Publication 4681 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS student loan interest deduction qualified student loan requirements Publication 970 OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
Fannie Mae selling guide debt obligations income share agreement debt to income ratio student loan payments OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
Freddie Mac guide contingent liabilities income share agreement mortgage debt to income ratio OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 |