Real ChatGPT answer · index seedem0RZ81xnaIcompleteFinance and banking · retirement accountscommercial
I keep hearing about Roth IRAs, but are they really better than traditional retirement accounts for someone in their early thirties making an average salary?
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The searches the AI actually ran for this prompt.
SEED QUERY
I keep hearing about Roth IRAs, but are they really better than traditional retirement accounts for someone in their early thirties making an average salary?
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
Queries
2 queries · click a column to sort
| Query / type | Search | Intent | Query class | Routing format | Cluster | Freq ↓ | Weight |
|---|---|---|---|---|---|---|---|
IRS 2026 IRA contribution limits Roth IRA income phase out 2026 traditional IRA deduction limits official OBSERVED | Google ↗ AI Mode ↗ | — | Reason | — | — | 1x of 1 | |
IRS Roth IRA qualified distributions contributions withdrawal rules traditional IRA tax deduction official OBSERVED | Google ↗ AI Mode ↗ | — | Definition | — | — | 1x of 1 |