Real ChatGPT answer · index seedeSoMADn8dCYcompleteFinance and banking · investing and brokeragescommercial
Help me figure out if I should max out a Roth IRA or a traditional IRA this year given my current tax bracket of twenty-two percent.
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The searches the AI actually ran for this prompt.
SEED QUERY
Help me figure out if I should max out a Roth IRA or a traditional IRA this year given my current tax bracket of twenty-two percent.
1 real search · 1 real-search pass
IRS 2026 IRA contribution limit traditional Roth income phase out deduction limits 2026Google ↗
OBSERVEDComparison
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 (1)
Classes come from the query-classifier (a local Laya model). 1 of 1 calls are low-confidence (under 50%) — hover a query in the table to see its confidence.
Searches and sources
ChatGPT1 real searches · gpt-6
IRS 2026 IRA contribution limit traditional Roth income phase out deduction limits 2026 Google ↗