Real ChatGPT answer · index seedNDknNhQU1kwcompleteFinance and banking · retirement accountscomparison
Is a Roth 401k better than a traditional 401k for my tech startup employees, and how does that choice impact my company matching strategy this year?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Is a Roth 401k better than a traditional 401k for my tech startup employees, and how does that choice impact my company matching strategy this year?
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.
Classifying 2 queries…
Searches and sources
ChatGPT2 real searches · gpt-6
IRS 2026 401(k) contribution limits Roth catch-up SECURE 2.0 mandatory Roth catch-up 2026 employer matching Roth contributions rules Google ↗
IRS SECURE 2.0 Roth employer matching contributions plan must permit fully vested taxable employee guidance Google ↗
- SECURE 2.0 employer guidance · irs.gov
- 401(k) plans for small businesses · dol.gov
- IRS 2026 contribution limits · irs.gov
- IRS catch-up contribution guidance · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 401(k) contribution limits Roth catch-up SECURE 2.0 mandatory Roth catch-up 2026 employer matching Roth contributions rules OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
IRS SECURE 2.0 Roth employer matching contributions plan must permit fully vested taxable employee guidance OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |