Real ChatGPT answer · index seedbr6OO2pnLaQcompleteFinance and banking · retirement accountscommercial
Compare Roth and traditional retirement accounts based on current tax laws to help me decide where to put my bonus this month.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
Compare Roth and traditional retirement accounts based on current tax laws to help me decide where to put my bonus this month.
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 Roth traditional 2026 tax brackets standard deduction official Google ↗
IRS Roth IRA contribution limits 2026 income phase out traditional IRA deduction 2026 Google ↗
- 401(k) limit increases to $24,500 for 2026, IRA limit increases to $7,500 · irs.gov
- Retirement topics - IRA contribution limits · irs.gov
- Retirement topics - 401(k) and profit-sharing plan contribution limits · irs.gov
- Publication 590-A (2025), Contributions to Individual Retirement Arrangements (IRAs) · 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 limit Roth traditional 2026 tax brackets standard deduction official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
IRS Roth IRA contribution limits 2026 income phase out traditional IRA deduction 2026 OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |