Real ChatGPT answer · index seed2oYfNLrTSAgcompleteFinance and banking · retirement accountscommercial
Is it better for a recent college grad working a contractor job to open a SEP IRA or a Solo 401k for retirement planning?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is it better for a recent college grad working a contractor job to open a SEP IRA or a Solo 401k for retirement planning?
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
IRS 2026 401(k) contribution limit 2026 SEP IRA contribution limit self employed Google ↗
IRS SEP IRA contribution rules self employed net earnings 20 percent Solo 401k eligibility employees Google ↗
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- Publication 560 (2025), Retirement Plans for Small Business · irs.gov
- SEP IRA contribution limits for 2025 and 2026 · fidelity.com
- One Participant 401k Plans · irs.gov
- Simplified Employee Pension plan (SEP) · irs.gov
- Retirement plans: FAQs regarding SEPs · irs.gov
- Solo 401(k) vs. SEP IRA: What’s the difference? · fidelity.com
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 401(k) contribution limit 2026 SEP IRA contribution limit self employed OBSERVED | Google ↗ AI Mode ↗ | — | Comparison | — | — | 1x of 1 | |
IRS SEP IRA contribution rules self employed net earnings 20 percent Solo 401k eligibility employees OBSERVED | Google ↗ AI Mode ↗ | — | Yes / no | — | — | 1x of 1 |