Real ChatGPT answer · index seedxvzM11HpVVocompleteFinance and banking · retirement accountscomparison
Which is smarter for a recent graduate with spare cash, opening a taxable brokerage account or contributing more to a workplace retirement plan?
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The searches the AI actually ran for this prompt.
SEED QUERY
Which is smarter for a recent graduate with spare cash, opening a taxable brokerage account or contributing more to a workplace retirement plan?
1 real search · 1 real-search pass
IRS 401(k) contribution limits 2026 employer matching traditional Roth 401(k) early withdrawal rules taxable brokerage capital gains tax basicsGoogle ↗
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 1 queries…
Searches and sources
ChatGPT1 real searches · gpt-6
IRS 401(k) contribution limits 2026 employer matching traditional Roth 401(k) early withdrawal rules taxable brokerage capital gains tax basics Google ↗
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- IR-2025-111: 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · content.govdelivery.com
- 401(k) Plans · investor.gov
- 401(k) plan overview · irs.gov