Real ChatGPT answer · index seedbUr7EWZFnMMcompleteFinance and banking · retirement accountsinformational
How does the Roth 401k option at my new job compare to a traditional pre tax account when I am currently in the lowest tax bracket of my life
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
How does the Roth 401k option at my new job compare to a traditional pre tax account when I am currently in the lowest tax bracket of my life
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 federal income tax brackets standard deduction 2026 official Google ↗
IRS designated Roth account 401k qualified distributions tax free traditional 401k contributions taxable withdrawals Google ↗
- Retirement topics - Designated Roth account · irs.gov
- Roth acct in your retirement plan · irs.gov
- Retirement plans FAQs on designated Roth accounts · irs.gov
- Topic no. 424, 401(k) plans · irs.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 federal income tax brackets standard deduction 2026 official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 | |
IRS designated Roth account 401k qualified distributions tax free traditional 401k contributions taxable withdrawals OBSERVED | Google ↗ AI Mode ↗ | — | Consequence | — | — | 1x of 1 |