Real ChatGPT answer · index seed5OhBmxyykP8completeFinance and banking · investing and brokeragesinformational
How do I choose between a traditional Roth IRA and a taxable brokerage account when investing extra household savings?
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How do I choose between a traditional Roth IRA and a taxable brokerage account when investing extra household savings?
3 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 (3)
Classes come from the query-classifier (a local Laya model). 3 of 3 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
Queries
3 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 Roth IRA contribution limits income phase out 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 | |
IRS Roth IRA qualified distributions contributions withdrawal rules official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
IRS Topic capital gains and losses dividends taxable brokerage account official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 |