I am a recent college grad comparing Roth versus traditional accounts to decide where I should start my first retirement plan today
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Fan-out diagram
The searches the AI actually ran for this prompt.
SEED QUERY
I am a recent college grad comparing Roth versus traditional accounts to decide where I should start my first retirement plan today
1 real search · 1 real-search pass
IRS Roth vs traditional 401(k) tax treatment qualified distributions traditional IRA deductions 2026 contribution limitsGoogle ↗
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).
Searches and sources
ChatGPT1 real searches · gpt-6
IRS Roth vs traditional 401(k) tax treatment qualified distributions traditional IRA deductions 2026 contribution limits Google ↗