What are the best tax-advantaged ways for a sole proprietor to save for retirement while also building a college fund?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What are the best tax-advantaged ways for a sole proprietor to save for retirement while also building a college fund?
3 real searches · 1 real-search pass
2026 IRS retirement plan contribution limits SEP IRA solo 401k SIMPLE IRA self employed official IRSGoogle ↗
OBSERVED
IRS 2026 529 qualified tuition program tax free withdrawals state tax deductionGoogle ↗
OBSERVED
IRS Publication 560 self employed retirement plans contribution calculation sole proprietorGoogle ↗
OBSERVED
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.
Classifying 3 queries…
Searches and sources
ChatGPT3 real searches · gpt-6
2026 IRS retirement plan contribution limits SEP IRA solo 401k SIMPLE IRA self employed official IRS Google ↗
IRS 2026 529 qualified tuition program tax free withdrawals state tax deduction Google ↗
IRS Publication 560 self employed retirement plans contribution calculation sole proprietor Google ↗
- One Participant 401k Plans · irs.gov
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- COLA increases for dollar limitations on benefits and contributions · irs.gov
- Publication 560 (2025), Retirement Plans for Small Business · irs.gov
- Self-employed individuals: Calculating your own retirement plan contribution and deduction · irs.gov
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov
- Retirement plans for self-employed people · irs.gov
- 529 Plans: Questions and answers · irs.gov
- Publication 970 (2025), Tax Benefits for Education · irs.gov
- Official plan website · scholarshare529.com
- 529 Plan FAQs: Contributions, Withdrawals & Rules · scholarshare529.com
- ScholarShare Investment Board | State of California Office of the State Treasurer · treasurer.ca.gov
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IRS retirement plan contribution limits SEP IRA solo 401k SIMPLE IRA self employed official IRS OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS 2026 529 qualified tuition program tax free withdrawals state tax deduction OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS Publication 560 self employed retirement plans contribution calculation sole proprietor OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |