Real ChatGPT answer · index seedLMjG1fO87jgcompleteFinance and banking · retirement accountsinformational
What factors should a household with two teenagers consider when deciding whether to max out a traditional IRA versus contributing to a Roth IRA instead.
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
What factors should a household with two teenagers consider when deciding whether to max out a traditional IRA versus contributing to a Roth IRA 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.
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
2026 IRS IRA contribution limits traditional Roth income phase out deduction limits 2026 official IRS Google ↗
IRS Roth IRA qualified distributions five year rule traditional IRA required minimum distributions age 75 born 1960 official Google ↗
- IRA contribution limits · irs.gov
- 2026 IRA rules · irs.gov
- Retirement topics - IRA contribution limits · irs.gov
- Publication 590-A (2025), Contributions to Individual Retirement Arrangements (IRAs) · irs.gov
- IRA deduction limits · irs.gov
- Filling Out the FAFSA Form · fsapartners.ed.gov
- Filling Out the FAFSA Form · fsapartners.ed.gov
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
2026 IRS IRA contribution limits traditional Roth income phase out deduction limits 2026 official IRS OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Roth IRA qualified distributions five year rule traditional IRA required minimum distributions age 75 born 1960 official OBSERVED | Google ↗ AI Mode ↗ | — | Short fact | — | — | 1x of 1 |