Real ChatGPT answer · index seedxMWmxWxKXOocompleteFinance and banking · retirement accountscommercial
Should I stop contributing to my 401k past the employer match limit to invest in cheaper personal brokerage accounts instead
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Should I stop contributing to my 401k past the employer match limit to invest in cheaper personal brokerage accounts instead
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 IRA contribution limits 2026 tax advantaged retirement accounts Google ↗
SEC investor.gov brokerage accounts taxes capital gains retirement accounts 401k fees Google ↗
- A Look At 401(k) Plan Fees · dol.gov
- 401(k) Plans · investor.gov
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov
- Retirement topics - Contributions · 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 IRA contribution limits 2026 tax advantaged retirement accounts OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 | |
SEC investor.gov brokerage accounts taxes capital gains retirement accounts 401k fees OBSERVED | Google ↗ AI Mode ↗ | — | — | — | — | 1x of 1 |